{"id":61459,"date":"2025-11-11T01:53:06","date_gmt":"2025-11-11T00:53:06","guid":{"rendered":"https:\/\/virtual-routes.org\/?page_id=61459"},"modified":"2025-11-17T23:01:43","modified_gmt":"2025-11-17T22:01:43","slug":"%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d8%a7%d9%84%d8%af%d9%81%d8%a7%d8%b9-%d8%a7%d9%84%d8%b3%d9%8a%d8%a8%d8%b1%d8%a7%d9%86%d9%8a","status":"publish","type":"page","link":"https:\/\/virtual-routes.org\/ar\/%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d9%85%d8%ac%d9%85%d9%88%d8%b9%d8%a9-%d8%a3%d8%af%d9%88%d8%a7%d8%aa-%d8%a7%d9%84%d8%a3%d9%85\/%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d8%a7%d9%84%d8%af%d9%81%d8%a7%d8%b9-%d8%a7%d9%84%d8%b3%d9%8a%d8%a8%d8%b1%d8%a7%d9%86%d9%8a\/","title":{"rendered":"AI \u0641\u064a \u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"61459\" class=\"elementor elementor-61459\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c36906 e-flex e-con-boxed e-con e-parent\" data-id=\"6c36906\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-969c1a1 e-con-full e-flex e-con e-child\" data-id=\"969c1a1\" data-element_type=\"container\">\n\t\t\t\t<div data-dce-title-color=\"#0E093A\" class=\"elementor-element elementor-element-7ed3c90 elementor-widget elementor-widget-heading\" data-id=\"7ed3c90\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI \u0641\u064a \u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a0a132 elementor-widget elementor-widget-text-editor\" data-id=\"7a0a132\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0643\u064a\u0641 \u062a\u063a\u064a\u0651\u0631 AI \u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0639\u0628\u0631 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df4d47b elementor-absolute dce_masking-none elementor-invisible elementor-widget elementor-widget-image\" data-id=\"df4d47b\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_animation&quot;:&quot;slideInRight&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"767\" height=\"773\" src=\"https:\/\/virtual-routes.org\/wp-content\/uploads\/2024\/11\/white-stair.svg\" class=\"attachment-full size-full wp-image-10938\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a69b68 e-flex e-con-boxed e-con e-parent\" data-id=\"4a69b68\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<a class=\"elementor-element elementor-element-e5fc1cf e-con-full e-flex e-con e-child\" data-id=\"e5fc1cf\" data-element_type=\"container\" href=\"https:\/\/virtual-routes.org\/ar\/%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d9%85%d8%ac%d9%85%d9%88%d8%b9%d8%a9-%d8%a3%d8%af%d9%88%d8%a7%d8%aa-%d8%a7%d9%84%d8%a3%d9%85\/\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86ab8e5 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"86ab8e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t<a class=\"elementor-element elementor-element-c6e7cb4 e-con-full e-flex e-con e-child\" data-id=\"c6e7cb4\" data-element_type=\"container\" href=\"https:\/\/virtual-routes.org\/ar\/%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d9%85%d8%ac%d9%85%d9%88%d8%b9%d8%a9-%d8%a3%d8%af%d9%88%d8%a7%d8%aa-%d8%a7%d9%84%d8%a3%d9%85\/%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d8%a7%d9%84%d8%af%d9%81%d8%a7%d8%b9-%d8%a7%d9%84%d8%b3%d9%8a%d8%a8%d8%b1%d8%a7%d9%86%d9%8a\/\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a93047 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"7a93047\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">AI \u0641\u064a \u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t<a class=\"elementor-element elementor-element-bc6c7e0 e-con-full e-flex e-con e-child\" data-id=\"bc6c7e0\" data-element_type=\"container\" href=\"https:\/\/virtual-routes.org\/ar\/%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d9%85%d8%ac%d9%85%d9%88%d8%b9%d8%a9-%d8%a3%d8%af%d9%88%d8%a7%d8%aa-%d8%a7%d9%84%d8%a3%d9%85\/%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%81%d9%8a-%d8%a7%d9%84%d8%ac%d8%b1%d8%a7%d8%a6%d9%85-%d8%a7%d9%84%d8%a5%d9%84%d9%83%d8%aa%d8%b1%d9%88\/\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27f751c elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"27f751c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">AI \u0641\u064a \u0627\u0644\u062c\u0631\u0627\u0626\u0645 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0eb59e1 p e-flex e-con-boxed e-con e-child\" data-id=\"0eb59e1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3fade3 elementor-widget elementor-widget-text-editor\" data-id=\"d3fade3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0647\u062f\u0641 \u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0625\u0644\u0649 \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0642 \u0623\u0648 \u0627\u0644\u062a\u0639\u0637\u064a\u0644 \u0623\u0648 \u0627\u0644\u062a\u062f\u0645\u064a\u0631. \u0648 <a href=\"https:\/\/www.enisa.europa.eu\/publications\/best-practices-for-cyber-crisis-management\">\u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629<\/a> \u064a\u0648\u0641\u0631 \u0637\u0631\u064a\u0642\u0629 \u0645\u0641\u064a\u062f\u0629 \u0644\u0641\u0647\u0645 \u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u060c \u062d\u064a\u062b \u064a\u0642\u0633\u0645\u0647 \u0625\u0644\u0649 \u0623\u0631\u0628\u0639 \u0645\u0631\u0627\u062d\u0644:<\/p><ul><li><strong>\u0627\u0644\u0648\u0642\u0627\u064a\u0629:<\/strong> \u0645\u0646\u0639 \u0648\u062a\u0642\u0644\u064a\u0644 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u062a\u0642\u0644\u064a\u0644 \u0622\u062b\u0627\u0631\u0647\u0627 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629.<\/li><li><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f:<\/strong> \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062e\u0637\u0637 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0644\u062f\u0639\u0645 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629.<\/li><li><strong>\u0627\u0644\u0631\u062f:<\/strong> \u0648\u0642\u0641 \u0627\u0644\u062d\u0627\u062f\u062b \u0648\u0645\u0646\u0639 \u0648\u0642\u0648\u0639 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u0636\u0631\u0627\u0631.<\/li><li><strong>\u0627\u0644\u062a\u0639\u0627\u0641\u064a:<\/strong> \u0627\u0633\u062a\u0639\u0627\u062f\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0628\u0633\u0631\u0639\u0629 \u0648\u0627\u0644\u0639\u0648\u062f\u0629 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0637\u0628\u064a\u0639\u064a \u0623\u0648 \u0623\u0642\u0648\u0649 \u0645\u0646 \u0627\u0644\u0623\u0645\u0627\u0646.<\/li><\/ul><p>\u00a0<\/p><p style=\"margin-top: -22px;\">\u0623\u0635\u0628\u062d \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0623\u0647\u0645\u064a\u0629 \u0641\u064a \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0623\u0631\u0628\u0639. \u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0646\u0627\u0633\u0628 \u0628\u062f\u0642\u0629 \u0645\u0639 \u062e\u0637\u0648\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0642\u062f\u0631\u0627\u062a AI \u062a\u062a\u0642\u0627\u0637\u0639 \u0645\u0639 \u062f\u0648\u0631\u0629 \u0627\u0644\u062d\u064a\u0627\u0629: \u0646\u0641\u0633 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0627\u0644\u062a\u0623\u0647\u0628 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u064a\u062d \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0633\u0631\u0639 \u0623\u0648 \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0641\u064a. \u0647\u0630\u0627 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u064a\u062c\u0639\u0644 AI \u0642\u0648\u064a\u0629 \u0648\u0635\u0639\u0628\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0641\u064a \u0622\u0646 \u0648\u0627\u062d\u062f: \u0644\u0627 \u062a\u0643\u0645\u0646 \u0642\u064a\u0645\u062a\u0647\u0627 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0641\u064a \u0631\u0628\u0637 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0645\u0639\u064b\u0627 \u0628\u0633\u0644\u0627\u0633\u0629 \u0623\u0643\u0628\u0631.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a607854 e-flex e-con-boxed e-con e-parent\" data-id=\"a607854\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-31fca9f e-con-full main-phase-container e-flex e-con e-child\" data-id=\"31fca9f\" 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xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0623\u0648 \u0627\u0644\u0634\u0628\u0643\u0629\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"writing-analysis\" data-tab-title-id=\"e-n-tab-title-3480274306\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-3480274306\" style=\"--n-tabs-title-order: 6;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" 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id=\"synthetic-data\" data-tab-title-id=\"e-n-tab-title-3480274307\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-3480274307\" style=\"--n-tabs-title-order: 7;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 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256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 (IAM)\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"log-analysis\" data-tab-title-id=\"e-n-tab-title-3480274309\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"9\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-3480274309\" style=\"--n-tabs-title-order: 9;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"malware-analysis\" data-tab-title-id=\"e-n-tab-title-34802743010\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"10\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-34802743010\" style=\"--n-tabs-title-order: 10;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"training-labs\" data-tab-title-id=\"e-n-tab-title-34802743011\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"11\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-34802743011\" style=\"--n-tabs-title-order: 11;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-34802743012\" data-tab-title-id=\"e-n-tab-title-34802743012\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"12\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-34802743012\" style=\"--n-tabs-title-order: 12;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-34802743013\" data-tab-title-id=\"e-n-tab-title-34802743013\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"13\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-34802743013\" style=\"--n-tabs-title-order: 13;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\t\u0627\u0644\u0628\u0628\u0644\u064a\u0648\u063a\u0631\u0627\u0641\u064a\u0627\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-3480274301\" role=\"tabpanel\" aria-labelledby=\"attack-surface-mapping\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-5e5c189b e-con-full e-flex e-con e-child\" data-id=\"5e5c189b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-64f20660 e-con-full e-flex e-con e-child\" data-id=\"64f20660\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4fae0df0 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4fae0df0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u062e\u0637\u064a\u0637 \u0633\u0637\u062d \u0627\u0644\u0647\u062c\u0648\u0645<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79cc8aff elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"79cc8aff\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77d14d7e elementor-widget elementor-widget-text-editor\" data-id=\"77d14d7e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u062d\u062f\u062f \u062a\u062e\u0637\u064a\u0637 \u0633\u0637\u062d \u0627\u0644\u0647\u062c\u0648\u0645 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u0635\u0648\u0644 \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u062f\u062e\u0648\u0644 \u0648\u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0635\u0645 \u0627\u0633\u062a\u063a\u0644\u0627\u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0647\u062c\u0648\u0645. \u0648\u064a\u0648\u0641\u0631 \u0644\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0631\u0624\u064a\u0629 \u0648\u0627\u0636\u062d\u0629 \u0644\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u0639\u0631\u0636\u0648\u0627 \u0644\u0647 \u0648\u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0623\u0648\u0644\u0648\u064a\u0627\u062a \u0645\u0627 \u064a\u062c\u0628 \u062a\u0623\u0645\u064a\u0646\u0647.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-656111a9 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"656111a9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u062a\u062e\u0637\u064a\u0637 \u0633\u0637\u062d 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\u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u064a\u062f\u0648\u064a. \u0648\u0628\u0641\u0636\u0644 \u062e\u0627\u0635\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0643\u062a\u0634\u0627\u0641 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u062e\u0641\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u0646\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u063a\u0641\u0644\u0647\u0627 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u064a\u0645\u0643\u0646 \u0644\u0623\u0646\u0638\u0645\u0629 AI \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0639\u0645\u064a\u0627\u0621 \u0648\u064a\u0636\u0645\u0646 \u0627\u062d\u062a\u0641\u0627\u0638 \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0628\u0635\u0648\u0631\u0629 \u062f\u0642\u064a\u0642\u0629 \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0628\u064a\u0626\u062a\u0647\u0645.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-4ba4a5ef elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"4ba4a5ef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0648\u0642\u0627\u064a\u0629.<\/strong> \u064a\u0642\u0644\u0644 \u0645\u0646 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0636 \u0644\u0644\u062e\u0637\u0631 \u0642\u0628\u0644 \u0623\u0646 \u064a\u0633\u062a\u063a\u0644\u0647\u0627 \u0627\u0644\u0645\u0647\u0627\u062c\u0645\u0648\u0646.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-1b049691 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"1b049691\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u064a\u062d\u062a\u0641\u0638 \u0628\u0631\u0624\u064a\u0629 \u0645\u062d\u062f\u062b\u0629 \u0644\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u062a\u062e\u0637\u064a\u0637 \u0644\u0644\u062d\u0648\u0627\u062f\u062b.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-46eb4add e-con-full e-flex e-con e-child\" data-id=\"46eb4add\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4612b0e4 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4612b0e4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0622\u0644\u064a\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0635\u0648\u0644 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-447f550a elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"447f550a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2025, <a href=\"https:\/\/doi.org\/10.3390\/electronics14163267\">\u0644\u0648\u064a\u062c\u064a \u0643\u0648\u0628\u0648\u0644\u064a\u0646\u0648 \u0648\u0622\u062e\u0631\u0648\u0646 <\/a>\u0646\u0634\u0631\u062a \u062f\u0631\u0627\u0633\u0629 \u062a\u064f\u0638\u0647\u0631 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u062a\u062d\u0633\u064a\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0635\u0648\u0644 \u0641\u064a \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629. \u0641\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0645\u062b\u0644 Nmap \u0623\u0648 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0635\u0646\u0627\u0639\u064a \u0625\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u062e\u0627\u0637\u0631 \u0628\u062a\u0639\u0637\u064a\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0646\u0634\u0637\u0629 \u0623\u0648 \u062a\u0641\u0634\u0644 \u0641\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062e\u0641\u064a\u0629 \u0639\u0646\u062f \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0641\u0642\u0637 \u0639\u0644\u0649 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0633\u0644\u0628\u064a\u0629.<\/p><p>\u0648\u0627\u0642\u062a\u0631\u062d \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \"\u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u062e\u0628\u0631\u0627\u0621\" \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 \"LLM\" \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0633\u0644\u0628\u064a\u0629 \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0648\u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0646\u0634\u0637 \u0627\u0644\u0645\u062d\u062f\u0648\u062f \u0628\u0639\u0646\u0627\u064a\u0629 \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0627\u062f\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0627\u0646\u0628\u0639\u0627\u062b\u0627\u062a \u0627\u0644\u0643\u0647\u0631\u0648\u0645\u063a\u0646\u0627\u0637\u064a\u0633\u064a\u0629. \u062b\u0645 \u064a\u0642\u0648\u0645 \u0648\u0643\u0644\u0627\u0621 LLM \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0648\u0646 \u0628\u062a\u0641\u0633\u064a\u0631 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u064a\u0631\u0643\u0632 \u0623\u062d\u062f\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0648\u0622\u062e\u0631 \u0639\u0644\u0649 \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0641\u064a \u0634\u0628\u0643\u0627\u062a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\/\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0648\u0622\u062e\u0631 \u0639\u0644\u0649 \u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u062a\u0628\u0639\u064a\u0627\u062a\u0647.<\/p><p>\u064a\u0645\u0643\u0646 \u0644\u0644\u0646\u0638\u0627\u0645 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629 (\u0645\u062b\u0644 MITRE ATT&amp;CK \u0623\u0648 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a CVE) \u0644\u062a\u062d\u062f\u064a\u062f \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0629 \u0628\u062a\u062f\u0627\u0628\u064a\u0631 \u0623\u0645\u0646\u064a\u0629. \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0623\u062c\u0631\u064a\u062a \u0639\u0644\u0649 \u0634\u0628\u0643\u0629 \u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u062d\u0627\u0643\u0627\u0629\u060c \u0646\u062c\u062d \u0627\u0644\u0646\u0638\u0627\u0645 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0623\u0635\u0648\u0644 \u0645\u062b\u0644 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0623\u0630\u0631\u0639 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0627\u0644\u0637\u0627\u0628\u0639\u0627\u062a \u0628\u0646\u062c\u0627\u062d\u060c \u0645\u0639 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646\u0629 \u0645\u062b\u0644 \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 Modbus \u063a\u064a\u0631 \u0627\u0644\u0645\u0634\u0641\u0631\u0629.<\/p><p>\u064a\u062d\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0633\u0637\u062d \u0627\u0644\u0647\u062c\u0648\u0645 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0629 \u062a\u0643\u064a\u0641\u064a\u0629 \u0648\u0645\u062f\u0631\u0643\u0629 \u0644\u0644\u0633\u064a\u0627\u0642 \u062a\u0648\u0641\u0631 \u0631\u0624\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u062a\u0642\u0644\u0644 \u0645\u0646 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0641\u0636 \u0627\u0644\u062d\u0648\u0627\u062c\u0632 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0623\u0645\u0627\u0645 \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646\u060c \u0641\u0625\u0646\u0647 \u064a\u062a\u064a\u062d \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b \u0648\u064a\u0639\u0632\u0632 \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0623\u0645\u0646\u064a \u0627\u0644\u0639\u0627\u0645 \u0644\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-314b18b e-con-full e-flex e-con e-child\" data-id=\"314b18b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ebd483e elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"ebd483e\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"ebd483e\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-ebd483e\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-3f6e4dc e-con-full e-flex e-con e-child\" data-id=\"3f6e4dc\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-ebd483e\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-64b8356 e-con-full e-flex e-con e-child\" data-id=\"64b8356\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e2562f7 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e2562f7\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0623\u062b\u0631 AI \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a - <a href=\"https:\/\/doi.org\/10.1007\/979-8-8688-0947-7_3\">\"AI \u0644\u0644\u062f\u0641\u0627\u0639\" (\u062f\u0648\u0646\u064a \u062f\u0628\u0644\u064a\u0648 \u0648\u064a\u0646\u062f\u062a 2024)<\/a><br> \u064a\u0648\u0636\u0651\u062d \u0627\u0644\u0641\u0635\u0644 \u0643\u064a\u0641 \u0642\u0627\u0645\u062a AI \u0628\u062a\u0637\u0648\u064a\u0631 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0648\u0641\u0631\u0632\u0647\u0627\u060c \u062d\u064a\u062b \u062a\u0639\u0627\u0644\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062c\u0627\u0646\u0633\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629. \u0648\u062a\u0633\u0644\u0637 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0628\u0643\u0631\u0629 \u0641\u064a \u0627\u0644\u0639\u0642\u062f \u0627\u0644\u0623\u0648\u0644 \u0645\u0646 \u0627\u0644\u0642\u0631\u0646 \u0627\u0644\u062d\u0627\u062f\u064a \u0648\u0627\u0644\u0639\u0634\u0631\u064a\u0646 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0648\u0627\u0644\u062a\u0637\u0641\u0644 \u0648\u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0645\u0632\u0639\u062c\u060c \u0645\u0645\u0627 \u064a\u062f\u0644 \u0639\u0644\u0649 \u0642\u0648\u0629 AI \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0645\u0639 \u062a\u0639\u0632\u064a\u0632 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0645\u0646\u0630 \u0641\u062a\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0628\u0634\u0643\u0644 \u062a\u062f\u0631\u064a\u062c\u064a.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u0645\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a - <a href=\"https:\/\/doi.org\/10.56726\/IRJMETS32644\">\"\u0625\u062d\u062f\u0627\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a: \u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0639\u0646\u0627\u0646 \u0644\u0642\u0648\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\" (Manoharan &amp; Sarker 2022)<\/a><br>\u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0643\u064a\u0641 \u062a\u064f\u062d\u062f\u062b \u062a\u0642\u0646\u064a\u0629 AI \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062b\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629. \u062a\u0633\u0644\u0637 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0643\u0634\u0641 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0624\u0643\u062f \u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274302\" role=\"tabpanel\" aria-labelledby=\"code-scanning-evaluation\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\"elementor-element elementor-element-102f5cf2 e-con-full e-flex e-con e-child\" data-id=\"102f5cf2\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2091fc35 e-con-full e-flex e-con e-child\" data-id=\"2091fc35\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20a4d496 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"20a4d496\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0633\u062d \u0627\u0644\u0631\u0645\u0648\u0632 \u0648\u062a\u0642\u064a\u064a\u0645\u0647\u0627<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5b7f0c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b5b7f0c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c82968c elementor-widget elementor-widget-text-editor\" data-id=\"2c82968c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0642\u0648\u0645 \u0641\u062d\u0635 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u064a\u0629 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646\u0629 \u0623\u0648 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u0633\u064a\u0626\u0629 \u0642\u0628\u0644 \u0623\u0646 \u064a\u062a\u0645 \u0627\u0633\u062a\u063a\u0644\u0627\u0644\u0647\u0627.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2696f42d elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"2696f42d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u0645\u0633\u062d \u0627\u0644\u0631\u0645\u0648\u0632 \u0648\u062a\u0642\u064a\u064a\u0645\u0647\u0627:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34e6457 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"34e6457\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u0639\u0645\u0644 AI \u0639\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062e\u0637\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u0643\u0645\u0627 \u0623\u0646\u0647 \u064a\u0642\u062f\u0645 \u0627\u0642\u062a\u0631\u0627\u062d\u0627\u062a \u0639\u0644\u0627\u062c\u064a\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u0627\u064b \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-1f8901c5 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"1f8901c5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0648\u0642\u0627\u064a\u0629.<\/strong> \u0625\u0635\u0644\u0627\u062d \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0642\u0628\u0644 \u0623\u0646 \u064a\u0643\u062a\u0634\u0641\u0647\u0627 \u0627\u0644\u0645\u0647\u0627\u062c\u0645\u0648\u0646.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-210bebc elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"210bebc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u064a\u0639\u0632\u0632 \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0623\u0645\u0646\u064a \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u062d\u0648\u0627\u062f\u062b.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-5de58f28 e-con-full e-flex e-con e-child\" data-id=\"5de58f28\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-25204f5 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"25204f5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0636\u0648\u0626\u064a \u0644\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0622\u0645\u0646<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59f93f5e elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"59f93f5e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2025, <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2504.20814\">\u0628\u064a\u0644\u0648\u0632\u0631\u0648\u0641 \u0648\u0622\u062e\u0631\u0648\u0646 <\/a>\u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u062f\u0639\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0622\u0645\u0646\u0629. \u0627\u062e\u062a\u0628\u0631\u062a \u062f\u0631\u0627\u0633\u062a\u0647\u0645 ChatGPT \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a DevGPT\u060c \u0648\u0627\u0644\u062a\u064a \u0627\u062d\u062a\u0648\u062a \u0639\u0644\u0649 \u0643\u0648\u062f \u0645\u0637\u0648\u0631 \u062d\u0642\u064a\u0642\u064a \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0645\u0627\u0633\u062d\u0627\u062a \u0627\u0644\u0636\u0648\u0626\u064a\u0629 \u0627\u0644\u062b\u0627\u0628\u062a\u0629. \u0645\u0646 \u0628\u064a\u0646 32 \u062b\u063a\u0631\u0629 \u0645\u0624\u0643\u062f\u0629 \u0627\u0643\u062a\u0634\u0641 ChatGPT 18 \u062b\u063a\u0631\u0629 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d\u060c \u0628\u0644 \u0648\u0627\u0642\u062a\u0631\u062d \u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0644 17 \u0645\u0646\u0647\u0627.<\/p><p>\u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644 AI \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u064a\u062f\u0648\u064a \u0641\u064a \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0641\u0631\u0632 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062e\u0637\u0631\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0642\u062a\u0631\u0627\u062d\u0627\u062a \u0639\u0644\u0627\u062c\u064a\u0629 \u0622\u0644\u064a\u0629. \u0648\u064a\u0646\u0637\u0648\u064a \u0630\u0644\u0643 \u0639\u0644\u0649 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0622\u0645\u0646 \u0648\u062a\u0642\u0635\u064a\u0631 \u0627\u0644\u0641\u062a\u0631\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0638\u0644 \u0641\u064a\u0647\u0627 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u063a\u0644\u0627\u0644.<\/p><p>\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u0623\u0643\u062f\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0639\u0644\u0649 \u0648\u062c\u0648\u062f \u0642\u064a\u0648\u062f \u0645\u0647\u0645\u0629: \u0623\u0646\u062a\u062c \u0628\u0631\u0646\u0627\u0645\u062c ChatGPT \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0641\u0631\u0637\u0629 \u0641\u064a \u0627\u0644\u062b\u0642\u0629 \u0648\u0644\u0643\u0646\u0647\u0627 \u063a\u064a\u0631 \u0635\u062d\u064a\u062d\u0629\u060c \u0648\u0623\u062f\u062e\u0644 \u0639\u064a\u0648\u0628\u064b\u0627 \u062c\u062f\u064a\u062f\u0629 \u0639\u0646\u062f \u0645\u062d\u0627\u0648\u0644\u0629 \u0627\u0644\u0625\u0635\u0644\u0627\u062d\u060c \u0648\u0643\u0627\u0646 \u0623\u0642\u0644 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062b\u0627\u0628\u062a \u0623\u0648 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0627\u0644\u062e\u0628\u064a\u0631\u0629. \u0645\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u0644\u0635\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0646 AI \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0645\u0633\u0627\u0639\u062f\u0627\u064b \u0642\u0648\u064a\u0627\u064b \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u0643\u0648\u0627\u062f\u060c \u0648\u0644\u0643\u0646 \u0641\u0642\u0637 \u0639\u0646\u062f\u0645\u0627 \u064a\u0642\u062a\u0631\u0646 \u0628\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0648\u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0645\u0646\u0627\u0633\u0628.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bd5bc13 e-con-full e-flex e-con e-child\" data-id=\"bd5bc13\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cfe9a09 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"cfe9a09\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"cfe9a09\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-cfe9a09\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-c151b76 e-con-full e-flex e-con e-child\" data-id=\"c151b76\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-cfe9a09\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-bdd0b76 e-con-full e-flex e-con e-child\" data-id=\"bdd0b76\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca347b6 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ca347b6\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 - <a href=\"https:\/\/www.researchgate.net\/publication\/394286736_A_Review_of_Applying_AI_for_Cybersecurity_Opportunities_Risks_and_Mitigation_Strategies\">\"\u0645\u0631\u0627\u062c\u0639\u0629 \u062a\u0637\u0628\u064a\u0642 AI \u0644\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a: \u0627\u0644\u0641\u0631\u0635 \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\" (\u0646\u062f\u064a\u0628\u064a \u0648\u0623\u0648\u0641\u0648\u0645\u0628\u0627 2024)<\/a><br> \u0648\u062a\u0648\u0636\u062d \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c AI \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u062f\u0639\u0645 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u062b\u063a\u0631\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0627\u0633\u062a\u0628\u0627\u0642\u064a \u0639\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u064a\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629. \u0643\u0645\u0627 \u062a\u0633\u0644\u0637 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0636\u0648\u0621 \u0623\u064a\u0636\u0627\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0622\u0645\u0646\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 AI\u060c \u0645\u0645\u0627 \u064a\u0624\u0643\u062f \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0631\u0642\u0627\u0628\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0623\u0637\u0631 \u0627\u0644\u062d\u0648\u0643\u0645\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 - <a href=\"https:\/\/doi.org\/10.1145\/3468264.3468597\">\"\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0645\u0639 \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u062f\u0642\u064a\u0642\u0629\" (\u0644\u064a \u0648\u0622\u062e\u0631\u0648\u0646 2021)<\/a><br> \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0646\u0645\u0648\u0630\u062c IVDetect\u060c \u0648\u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u0643\u0648\u0627\u062f \u0648\u064a\u062d\u062f\u062f \u0627\u0644\u0639\u0628\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u0630\u0644\u0643. \u064a\u062d\u0633\u0651\u0646 IVDetect \u0627\u0644\u062f\u0642\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u064a\u0648\u0641\u0631 \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u062f\u0642\u064a\u0642\u0629. \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0643\u0627\u0633\u0628 \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0623\u062f\u0627\u0621 \u0627\u0644\u0643\u0634\u0641 \u0648\u062a\u062d\u062f\u064a\u062f \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0644\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0636\u0639\u064a\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0643\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0622\u0644\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a - <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2508.11710\">\"\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0639\u0628\u0631 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c AI\" (Humran &amp; Sonmez 2025)<\/a><br> \u062a\u0628\u062d\u062b \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 CodeBERT \u0648 CodeLlama\u060c \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0639\u0628\u0631 \u0644\u063a\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0645\u062a\u0639\u062f\u062f\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u062a\u0644\u062a\u0642\u0637 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0643\u0644\u0627\u064b \u0645\u0646 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0648\u0627\u0644\u062f\u0644\u0627\u0644\u0627\u062a\u060c \u0648\u062a\u062d\u0642\u0642 \u062f\u0642\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 97%. \u062a\u062f\u0645\u062c \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u064a\u0636\u064b\u0627 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0648AI \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u062b\u0642\u0629 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646. \u0648\u062a\u0648\u0636\u062d \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0646 \u0646\u0645\u0627\u0630\u062c AI \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c AI \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0644\u0644\u0627\u062a \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0641\u064a \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a\u060c \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0644\u0627 \u062a\u0632\u0627\u0644 \u0642\u0627\u0626\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u062a\u0627\u0646\u0629 \u0648\u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u062c\u0627\u0647\u0632\u064a\u0629 \u0644\u0644\u0646\u0634\u0631.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274303\" role=\"tabpanel\" aria-labelledby=\"data-summarisation\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\"elementor-element elementor-element-12cf6159 e-con-full e-flex e-con e-child\" data-id=\"12cf6159\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4e4a8ee3 e-con-full e-flex e-con e-child\" data-id=\"4e4a8ee3\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ef820e7 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"2ef820e7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17f46d3d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"17f46d3d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67670e0f elementor-widget elementor-widget-text-editor\" data-id=\"67670e0f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0639\u0645\u0644 \u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u062a\u0644\u062e\u064a\u0635 \u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a) \u0625\u0644\u0649 \u0631\u0624\u0649 \u064a\u0633\u0647\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-167eb8ed elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"167eb8ed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a0a8def elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5a0a8def\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0642\u0644\u0644 AI \u0645\u0646 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0645\u0639\u0631\u0641\u064a \u0627\u0644\u0632\u0627\u0626\u062f \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0648\u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0625\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630. \u0648\u064a\u0645\u0643\u0646\u0647 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 \u0623\u0648 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0632\u0623\u0629. \u0648\u064a\u0645\u0643\u0646\u0647 \u0623\u064a\u0636\u064b\u0627 \u0625\u0646\u0634\u0627\u0621 \u062a\u0642\u0627\u0631\u064a\u0631 \u0628\u0644\u063a\u0629 \u0628\u0633\u064a\u0637\u0629 \u0644\u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0641\u0625\u0646 AI \u064a\u062c\u0639\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0633\u0647\u0644 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0648\u0627\u0644\u062a\u0635\u0631\u0641 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u064a\u0647\u0627.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-34ec9b90 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"34ec9b90\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-26574200 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"26574200\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0631\u062f.<\/strong> \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0638\u0631\u0641\u064a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-1bf0296c elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"1bf0296c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u062a\u0639\u0627\u0641\u064a.<\/strong> \u0625\u0646\u062a\u0627\u062c \u0645\u0644\u062e\u0635\u0627\u062a \u0648\u062a\u0642\u0627\u0631\u064a\u0631 \u0644\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-5d710aca e-con-full e-flex e-con e-child\" data-id=\"5d710aca\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-730d8f43 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"730d8f43\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: AI \u0644\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0633\u062c\u0644 \u0648\u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0638\u0631\u0641\u064a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-237f8832 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"237f8832\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2024, <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2403.17160\">\u0628\u0627\u0644\u0627\u0633\u0648\u0628\u0631\u0627\u0645\u0627\u0646\u064a\u0627\u0646 \u0648\u0622\u062e\u0631\u0648\u0646 <\/a>CYGENT\u060c \u0648\u0647\u0648 \u0639\u0627\u0645\u0644 \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062f\u0639\u0648\u0645 \u0645\u0646 GPT-3 \u064a\u0645\u0643\u0646\u0647 \u062a\u062d\u0644\u064a\u0644 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u062a\u0644\u062e\u064a\u0635\u0647\u0627. \u0641\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u0637\u0627\u0644\u0628\u0629 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0628\u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0622\u0644\u0627\u0641 \u0625\u062f\u062e\u0627\u0644\u0627\u062a \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062e\u0627\u0645\u060c \u064a\u0642\u0648\u0645 CYGENT \u0628\u062a\u0643\u062b\u064a\u0641\u0647\u0627 \u0641\u064a \u0645\u062e\u0631\u062c\u0627\u062a \u0642\u0635\u064a\u0631\u0629 \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u0634\u0631 \u0642\u0631\u0627\u0621\u062a\u0647\u0627 \u0648\u062a\u0633\u0644\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629.<\/p><p>\u0641\u064a \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a\u060c \u062a\u0641\u0648\u0642\u062a CYGENT \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0623\u062e\u0631\u0649 \u0641\u064a \u0625\u0646\u062a\u0627\u062c \u0645\u0644\u062e\u0635\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630. \u0642\u0644\u0644 \u0627\u0644\u0646\u0638\u0627\u0645 \u0645\u0646 \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u0645\u0639\u0631\u0641\u064a \u0627\u0644\u0632\u0627\u0626\u062f\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0638\u0631\u0641\u064a \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0648\u0645\u0643\u0651\u0646 \u0645\u0646 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639.<\/p><p>\u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0628\u0631\u0646\u0627\u0645\u062c AI \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0633\u0647\u064a\u0644 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0633\u062c\u0644\u0627\u062a\u060c \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0623\u0643\u0628\u0631\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0633\u0631\u0639\u0629 \u0623\u0643\u0628\u0631\u060c \u0648\u0627\u0644\u062a\u0639\u0627\u0641\u064a \u0628\u062a\u0648\u062b\u064a\u0642 \u0623\u0641\u0636\u0644 \u0628\u0639\u062f \u0627\u0644\u062d\u0648\u0627\u062f\u062b.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-642d19a e-con-full e-flex e-con e-child\" data-id=\"642d19a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-615af78 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"615af78\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"615af78\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-615af78\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-d3b225a e-con-full e-flex e-con e-child\" data-id=\"d3b225a\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-615af78\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-203b012 e-con-full e-flex e-con e-child\" data-id=\"203b012\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06f217f elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"06f217f\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0644\u062e\u064a\u0635 CTI - <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2408.06576\">\"CTISum: \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0644\u062a\u0644\u062e\u064a\u0635 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629\" (\u0628\u064a\u0646\u063a \u0648\u0622\u062e\u0631\u0648\u0646 2024)<\/a><br> \u062a\u0642\u062f\u0645 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a CTISum\u060c \u0648\u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0644\u062e\u064a\u0635 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 (CTI)\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062a\u0644\u062e\u064a\u0635 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0633\u062a\u062e\u0631\u0627\u062c TTP - <a href=\"https:\/\/doi.org\/10.1145\/3696427\">\"TTPXHunter: \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u064a\u0629 \u0644\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0641\u064a \u0634\u0643\u0644 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0646\u062a\u0647\u064a\u0629\" (\u0631\u0627\u0646\u064a \u0648\u0622\u062e\u0631\u0648\u0646 2024)<\/a> <br> \u062a\u0642\u062a\u0631\u062d \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0623\u062f\u0627\u0629 TTPXHunter\u060c \u0648\u0647\u064a \u0623\u062f\u0627\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u062a\u0633\u062a\u062e\u0631\u062c \u062a\u0643\u062a\u064a\u0643\u0627\u062a \u0627\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646 \u0648\u062a\u0642\u0646\u064a\u0627\u062a\u0647\u0645 \u0648\u0625\u062c\u0631\u0627\u0621\u0627\u062a\u0647\u0645 \u0645\u0646 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0644\u0641\u0647\u0645 \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644\u0647\u0645\u060c \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0625\u0644\u0649 \u0645\u0644\u062e\u0635\u0627\u062a \u0645\u0646\u0638\u0645\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062d\u0648\u0627\u062f\u062b - <a href=\"https:\/\/www.researchgate.net\/publication\/382917950_Natural_Language_Processing_for_Cybersecurity_Incident_Analysis\">\"\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\" (\u0623\u0648\u063a\u0648\u0646\u062f\u0627\u064a\u0631\u0648 \u0648\u0628\u0631\u0648\u0643\u0644\u064a\u0646\u060c 2024)<\/a> <br>\u062a\u0633\u062a\u0639\u0631\u0636 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u0648\u0627\u0644\u062a\u0644\u062e\u064a\u0635\u060c \u0648\u0627\u0644\u0641\u0631\u0632 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629). \u0648\u062a\u062e\u0644\u0635 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u0645\u0644\u062e\u0635\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u064a\u062d\u0633\u0646 \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0628\u0639\u062f \u0648\u0642\u0648\u0639 \u0627\u0644\u062d\u0627\u062f\u062b.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274304\" role=\"tabpanel\" aria-labelledby=\"data-classification\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\"elementor-element elementor-element-2dfdf682 e-con-full e-flex e-con e-child\" data-id=\"2dfdf682\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-62a0ac0c e-con-full e-flex e-con e-child\" data-id=\"62a0ac0c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74348399 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"74348399\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd12159 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"cd12159\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5451aafa elementor-widget elementor-widget-text-editor\" data-id=\"5451aafa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0639\u0645\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0641\u0642\u0627\u064b \u0644\u062d\u0633\u0627\u0633\u064a\u062a\u0647\u0627 \u0623\u0648 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062d\u0635\u0648\u0644 \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0645\u0647\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f91a7d0 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"5f91a7d0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ab2deb0 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"2ab2deb0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0633\u062a\u062e\u062f\u0645 AI \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062d\u0633\u0627\u0633 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u0623\u0648 \u0643\u0634\u0641\u0647\u0627 \u0628\u0634\u0643\u0644 \u062e\u0627\u0637\u0626 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-3e7eb85f elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"3e7eb85f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0648\u0642\u0627\u064a\u0629.<\/strong> \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0636 \u0627\u0644\u0639\u0631\u0636\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-295f104a elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"295f104a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u064a\u062f\u0639\u0645 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-1946bb24 e-con-full e-flex e-con e-child\" data-id=\"1946bb24\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19abb30e elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"19abb30e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0645 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: AI \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71ff510c elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"71ff510c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2024, <a href=\"https:\/\/ceur-ws.org\/Vol-3643\/paper3.pdf\">\u062f\u064a \u0631\u064a\u0646\u0632\u064a\u0633 \u0648\u0622\u062e\u0631\u0648\u0646 <\/a>\u062f\u0631\u0627\u0633\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629. \u064a\u062a\u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u062f\u064a \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0641\u064a \u0623\u0646\u0647 \u0644\u0627 \u064a\u0645\u0643\u0646 \u062f\u0627\u0626\u0645\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0628\u0633\u0628\u0628 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629. \u0627\u0642\u062a\u0631\u062d \u0627\u0644\u0645\u0624\u0644\u0641\u0648\u0646 \u062a\u0648\u0644\u064a\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0644\u0627 \u062a\u0632\u0627\u0644 \u062a\u0639\u0643\u0633 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0641\u0626\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0635\u062d\u0629 \u0623\u0648 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0623\u0648 \u0627\u0644\u062f\u064a\u0646.<\/p><p>\u0648\u0642\u062f \u0645\u0643\u0651\u0646 \u0646\u0647\u062c\u0647\u0645 \u0645\u0646 \u062a\u062f\u0631\u064a\u0628 \u0645\u0635\u0646\u0641\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u062f\u0648\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0636\u062d \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0640 AI \u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0648\u0627\u0626\u062d \u0645\u062b\u0644 \u0627\u0644\u0644\u0627\u0626\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0648\u062d\u0645\u0627\u064a\u062a\u0647\u0627. \u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629 \u0643\u064a\u0641 \u062a\u0639\u0632\u0632 \u062a\u0642\u0646\u064a\u0629 AI \u0643\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0648\u0642\u0627\u064a\u0629 (\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062d\u062f \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0636 \u0627\u0644\u0639\u0631\u0636\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a) \u0648\u0627\u0644\u062a\u0623\u0647\u0628 (\u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0639\u0645 \u0623\u0637\u0631 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644). \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u062a\u0624\u0643\u062f \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0639\u0644\u0649 \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062d\u0648\u0643\u0645\u0629 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0635\u062d\u0629 \u0644\u0636\u0645\u0627\u0646 \u0623\u0646 \u062a\u0638\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u0643\u064a\u0628\u064a\u0629 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646\u0647\u0627 \u062a\u0645\u062b\u064a\u0644\u064a\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0f80863 e-con-full e-flex e-con e-child\" data-id=\"0f80863\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aca4f78 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"aca4f78\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"aca4f78\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-aca4f78\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-4b66049 e-con-full e-flex e-con e-child\" data-id=\"4b66049\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-aca4f78\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-f8c541c e-con-full e-flex e-con e-child\" data-id=\"f8c541c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-add1303 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"add1303\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0644\u0641\u0626\u0627\u062a \u0627\u0644\u0644\u0627\u0626\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a - <a href=\"https:\/\/doi.org\/10.3390\/fi14080228\">\"\u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0635\u0646\u0641\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\" (\u0628\u062a\u0631\u0648\u0644\u064a\u0646\u064a \u0648\u0622\u062e\u0631\u0648\u0646 2022)<\/a><br> \u062a\u0637\u0628\u0642 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0646\u0645\u0627\u0630\u062c AI \u0644\u0648\u0636\u0639 \u0639\u0644\u0627\u0645\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u062d\u0633\u0627\u0633\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0648\u0627\u0644\u0635\u062d\u0629 \u0648\u0627\u0644\u062f\u064a\u0646 \u0648\u0627\u0644\u062c\u0646\u0633\u060c \u0636\u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a. \u0648\u0647\u064a \u062a\u0648\u0636\u062d \u0623\u0646 \u0627\u0644\u0646\u064f\u0647\u062c \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u0635\u0646\u064a\u0641 \u0645\u062b\u0644 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0648\u062b\u0648\u0642\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0627\u0626\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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class=\"elementor-icon-list-text\">\u062a\u062d\u0644\u064a\u0644 \u062f\u0644\u0627\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0627\u0644\u0622\u0644\u064a \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 - <a href=\"https:\/\/doi.org\/10.1186\/s42400-018-0011-x\">\"\u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0645\u0646 \u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0636\u0645\u0646\u064a\u0629 (S3)\" (\u064a\u0627\u0646\u063a \u0648\u0644\u064a\u0627\u0646\u063a 2018)<\/a><br> \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0646\u0638\u0627\u0645 S3\u060c \u0648\u0647\u0648 \u0646\u0638\u0627\u0645 \u064a\u062d\u062f\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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\u064a\u0648\u0636\u062d \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0646\u0638\u0627\u0645 AI \u062a\u0643\u064a\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a. \u062a\u0624\u0643\u062f \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0639\u0644\u0649 \u0623\u0646 \u062d\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0643\u0644 \u0645\u0646 \u0633\u064a\u0627\u0642 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0623\u0646 \u0627\u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062a\u062a\u0637\u0644\u0628 \u0623\u0648\u0644\u0627\u064b \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274305\" role=\"tabpanel\" aria-labelledby=\"anomaly-detection\" data-tab-index=\"5\" style=\"--n-tabs-title-order: 5;\" class=\"elementor-element elementor-element-7fb93d02 e-con-full e-flex e-con e-child\" data-id=\"7fb93d02\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-56c6ec e-con-full e-flex e-con e-child\" data-id=\"56c6ec\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c5d609 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"7c5d609\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0623\u0648 \u0627\u0644\u0634\u0628\u0643\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c77575e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3c77575e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-172e19ac elementor-widget elementor-widget-text-editor\" data-id=\"172e19ac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0631\u0627\u0642\u0628 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0648\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0628\u062d\u062b\u0627\u064b \u0639\u0646 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0627\u0639\u062a\u064a\u0627\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0648\u062c\u0648\u062f \u0627\u062e\u062a\u0631\u0627\u0642.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e03e927 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"7e03e927\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u0642\u0648\u0645 AI \u0628\u062a\u063a\u064a\u064a\u0631 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0629:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e110dcd elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"6e110dcd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u062a\u0639\u0644\u0645 \u0646\u0638\u0627\u0645 AI \u0643\u064a\u0641 \u064a\u0628\u062f\u0648 \u0627\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0637\u0628\u064a\u0639\u064a \u0648\u064a\u062d\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0646\u0634\u0627\u0637 \u0636\u0627\u0631. \u0648\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0642\u064a\u0639\u060c \u064a\u0645\u0643\u0646\u0647 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0642\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0627\u062f\u0649 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a. \u064a\u062a\u064a\u062d \u0646\u0638\u0627\u0645 AI \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629 \u0644\u0644\u062d\u0648\u0627\u062f\u062b \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u064a\u0647\u0627\u062a \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0627\u0644\u062e\u0627\u0637\u0626\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-6eb78ef2 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"6eb78ef2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u064a\u062d\u062f\u062f \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0633\u0627\u0633 \u0644\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0637\u0628\u064a\u0639\u064a.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-148acc6f elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"148acc6f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0631\u062f.<\/strong> \u064a\u0643\u062a\u0634\u0641 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0648\u0627\u062d\u062a\u0648\u0627\u0626\u0647\u0627.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-5c840e71 e-con-full e-flex e-con e-child\" data-id=\"5c840e71\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51f8235b elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"51f8235b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 AI \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0631\u062c\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f3c9d31 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3f3c9d31\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2024, <a href=\"https:\/\/www.researchgate.net\/publication\/386080149_AI-Driven_Anomaly_Detection_for_Proactive_Cybersecurity_and_Data_Breach_Prevention\">\u0646\u0648\u0648\u064a \u0648\u0646\u0648\u0627\u063a\u0648\u063a\u064a\u063a\u064a\u0627\u063a\u0648<\/a> \u0641\u062d\u0635\u0648\u0627 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u062a\u0642\u0646\u064a\u0629 AI \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0639\u0628\u0631 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a. \u0648\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062f\u0631\u0651\u0628\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0639\u0627\u062f\u064a\u0629 \u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u0633\u0645\u062d \u0644\u0647\u0645 \u0646\u0647\u062c\u0647\u0645 \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u063a\u0641\u0644\u0647\u0627 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0642\u064a\u0639\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0628\u0643\u0631\u0629 \u0644\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0648\u062e\u0631\u0648\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p><p>\u0648\u0642\u062f\u0645\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0645\u062b\u0644\u0629 \u0644\u062d\u0627\u0644\u0627\u062a \u0645\u0646 \u0642\u0637\u0627\u0639\u0627\u062a \u062d\u064a\u0648\u064a\u0629\u060c \u062d\u064a\u062b \u0623\u0638\u0647\u0631\u062a \u0623\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645\u0647\u0627 \u062a\u0642\u0646\u064a\u0629 AI \u0642\u0644\u0644 \u0645\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u0633\u0627\u0639\u062f \u0641\u064a \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629 \u0642\u0628\u0644 \u0623\u0646 \u062a\u062a\u0633\u0628\u0628 \u0641\u064a \u0623\u0636\u0631\u0627\u0631 \u062c\u0633\u064a\u0645\u0629. \u0648\u0623\u0642\u0631\u0651 \u0627\u0644\u0645\u0624\u0644\u0641\u0648\u0646 \u0623\u064a\u0636\u0627\u064b \u0628\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0648\u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0641\u064a \u0646\u0645\u0627\u0630\u062c AI \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629 \u0643\u064a\u0641 \u064a\u0633\u0627\u0647\u0645 \u0646\u0638\u0627\u0645 AI \u0641\u064a \u0643\u0644 \u0645\u0646 \u0627\u0644\u062a\u0623\u0647\u0628 (\u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0646\u0634\u0627\u0621 \u062e\u0637\u0648\u0637 \u0623\u0633\u0627\u0633 \u0644\u0644\u0646\u0634\u0627\u0637 \u0627\u0644\u0639\u0627\u062f\u064a) \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 (\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0648\u062a\u062d\u062f\u064a\u062f \u0623\u0648\u0644\u0648\u064a\u0627\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b4e166 e-con-full e-flex e-con e-child\" data-id=\"0b4e166\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e613577 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"e613577\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"e613577\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-e613577\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-d32e1e7 e-con-full e-flex e-con e-child\" data-id=\"d32e1e7\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-e613577\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-9f0a795 e-con-full e-flex e-con e-child\" data-id=\"9f0a795\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d8c8a6 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7d8c8a6\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0643\u0634\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0634\u0628\u0643\u0629 GAN - <a href=\"https:\/\/arxiv.org\/abs\/2009.07769\">\"TadGAN: \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0645\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629\" (\u062c\u064a\u062c\u0631 \u0648\u0622\u062e\u0631\u0648\u0646 2020)<\/a><br> \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 TadGAN\u060c \u0648\u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u063a\u064a\u0631 \u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u064a\u0637\u0628\u0642 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u062a\u0646\u0627\u0633\u0642\u0629 \u0645\u0639 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0623\u062e\u0637\u0627\u0621 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0625\u0639\u0645\u0627\u0631 \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u062d\u0631\u062c\u0629\u060c \u064a\u0648\u0644\u062f TadGAN \u062f\u0631\u062c\u0627\u062a \u0634\u0630\u0648\u0630 \u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0627\u0644\u062e\u0627\u0637\u0626\u0629. \u0648\u0642\u062f \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647 \u0639\u0644\u0649 11 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a\u060c \u0648\u0642\u062f \u062a\u0641\u0648\u0651\u0642 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0639\u0644\u0649 \u0623\u062d\u062f\u062b \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628. \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0634\u0628\u0643\u0627\u062a GAN \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0634\u0630\u0648\u0630\u0627\u062a \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0639\u0628\u0631 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 - <a href=\"https:\/\/dl.gi.de\/handle\/20.500.12116\/45143\">\"AI Defenders: \u0643\u0634\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0631\u062c\u0629\" (\u0646\u064a\u0628\u064a\u0628\u064a \u0648\u0622\u062e\u0631\u0648\u0646. 2024)<\/a><br> \u062a\u0642\u0627\u0631\u0646 \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0628\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0631\u062c\u0629\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0645\u0646 \u0645\u062d\u0627\u0643\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0647\u064a\u062f\u0631\u0648\u0644\u064a\u0643\u064a. \u0648\u062a\u0645\u064a\u0651\u0632 \u0627\u0644\u0648\u0631\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0627\u0644\u0646\u0642\u0637\u064a\u0629 (\u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629) \u0648\u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0627\u0644\u0633\u064a\u0627\u0642\u064a\u0629 (\u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0638\u0627\u0647\u0631\u0629 \u0641\u0642\u0637 \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642) \u0648\u062a\u0642\u0627\u0631\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 (\u0645\u062b\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u0648\u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631) \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0623\u0633\u0648\u062f \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0633\u0642\u0629. \u0648\u0627\u0644\u0647\u062f\u0641 \u0645\u0646 \u0630\u0644\u0643 \u0647\u0648 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621\u064b \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a. \u062a\u0624\u0643\u062f \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647 \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0642\u062f \u062a\u0633\u0641\u0631 \u0639\u0646 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0643\u062a\u0634\u0627\u0641 \u0623\u0639\u0644\u0649\u060c \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0623\u0628\u0633\u0637 \u0644\u0627 \u062a\u0632\u0627\u0644 \u062a\u0642\u062f\u0645 \u0645\u0632\u0627\u064a\u0627 \u0641\u064a \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0648\u0627\u0644\u0645\u062a\u0627\u0646\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274306\" role=\"tabpanel\" aria-labelledby=\"writing-analysis\" data-tab-index=\"6\" style=\"--n-tabs-title-order: 6;\" class=\"elementor-element elementor-element-33781d37 e-con-full e-flex e-con e-child\" data-id=\"33781d37\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6ad48c1c e-con-full e-flex e-con e-child\" data-id=\"6ad48c1c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c54d1e2 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"2c54d1e2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u0645\u0647\u0627\u0645 \u062c\u0645\u0639\/\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54ba2073 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"54ba2073\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dde1cb5 elementor-widget elementor-widget-text-editor\" data-id=\"6dde1cb5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u0646\u0637\u0648\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062f\u0641\u0627\u0639\u064a\u0629 \u0623\u064a\u0636\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0648\u0627\u0644\u0628\u062d\u062b \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0644\u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u0625\u0628\u0644\u0627\u063a \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26c766a elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"26c766a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u062a\u0642\u0648\u0645 AI \u0628\u062a\u063a\u064a\u064a\u0631 \u0645\u0647\u0627\u0645 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u062a\u062d\u0644\u064a\u0644\u0647\u0627:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47ba4100 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"47ba4100\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0645\u0643\u0646 \u0644\u0628\u0631\u0646\u0627\u0645\u062c AI \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0648\u0627\u0644\u0625\u062d\u0627\u0637\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u062d\u0648\u0627\u062f\u062b\u060c \u0645\u0645\u0627 \u064a\u062e\u0641\u0641 \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u0625\u062f\u0627\u0631\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646. \u0648\u064a\u0645\u0643\u0646\u0647 \u0623\u062a\u0645\u062a\u0629 \u062c\u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u062a\u062f\u0631\u064a\u0628\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0637\u0644\u0627\u0628 \u0648\u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0628\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0623\u0639\u0644\u0649 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-26aaf561 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"26aaf561\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0631\u062f.<\/strong> \u064a\u062f\u0639\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0627\u0644\u0633\u0631\u064a\u0639 \u0648\u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0638\u0631\u0641\u064a.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-7a2e16cd elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"7a2e16cd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u062a\u0639\u0627\u0641\u064a.<\/strong> \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u0634\u0627\u0645\u0644 \u0644\u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u062d\u0627\u062f\u062b \u0648\u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-34606624 e-con-full e-flex e-con e-child\" data-id=\"34606624\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17bd8f8a elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"17bd8f8a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u0627\u0644\u062c\u0645\u0639 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36065180 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"36065180\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2024, <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2212.10388\">\u063a\u0627\u0648 \u0648\u0622\u062e\u0631\u0648\u0646<\/a>\u00a0\u0648\u0642\u062f\u0645\u062a \u0634\u0631\u0643\u0629 ThreatKG\u060c \u0648\u0647\u0648 \u0646\u0638\u0627\u0645 \u0645\u062f\u0639\u0648\u0645 \u0645\u0646 \u0634\u0631\u0643\u0629 AI \u064a\u0642\u0648\u0645 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0628\u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0648\u064a\u0633\u062a\u062e\u0631\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u0641\u0627\u0639\u0644\u0629 \u0648\u0627\u0644\u062b\u063a\u0631\u0627\u062a\u060c \u0648\u064a\u0646\u0638\u0645\u0647\u0627 \u0641\u064a \u0631\u0633\u0645 \u0628\u064a\u0627\u0646\u064a \u0645\u0639\u0631\u0641\u064a \u0645\u0646\u0638\u0645. \u0648\u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0642\u064a\u0627\u0645 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0628\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0637\u0648\u064a\u0644\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u064a\u062f\u0648\u064a\u0627\u064b\u060c \u064a\u0648\u0641\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0645\u0648\u062d\u062f\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0628\u062d\u062b. \u0648\u0647\u0630\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u0625\u062f\u0627\u0631\u064a \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062f\u0641\u0627\u0639\u064a\u0629\u060c \u0648\u064a\u062f\u0639\u0645 \u0625\u0646\u062a\u0627\u062c \u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0648\u062c\u0632\u0629 \u0639\u0646 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639\u060c \u0648\u064a\u062d\u0633\u0646 \u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0638\u0631\u0641\u064a \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0646\u0634\u0637\u0629. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062c\u0632\u0623\u0629 \u0625\u0644\u0649 \u0631\u0624\u0649 \u064a\u0633\u0647\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627\u060c \u064a\u062a\u064a\u062d \u0646\u0638\u0627\u0645 ThreatKG \u0644\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0642\u0636\u0627\u0621 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0648\u0642\u062a \u0641\u064a \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a. \u062a\u0648\u0636\u062d \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0646\u0638\u0627\u0645 AI \u0625\u0639\u0627\u062f\u0629 \u062a\u0634\u0643\u064a\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062f\u0641\u0627\u0639\u064a \u0627\u0644\u064a\u0648\u0645\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062c\u0639\u0644 \u062c\u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0645\u0639 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0623\u064a\u0636\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0631\u0642\u0627\u0628\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0645\u0644\u0627\u0621\u0645\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bb66e34 e-con-full e-flex e-con e-child\" data-id=\"bb66e34\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37d3cdd elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"37d3cdd\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"37d3cdd\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-37d3cdd\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-0da8550 e-con-full e-flex e-con e-child\" data-id=\"0da8550\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-37d3cdd\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-3017d61 e-con-full e-flex e-con e-child\" data-id=\"3017d61\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0422b87 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"0422b87\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u062d\u0648\u0643\u0645\u0629\u060c \u0648\u0627\u0644\u0622\u062b\u0627\u0631 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0631\u062a\u0628\u0629 \u0639\u0644\u0649 AI \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a - <a href=\"https:\/\/doi.org\/10.1007\/s00146-023-01628-x\">\"\u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648AI: \u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u0646\u0647\u062c\u064a\u0629\" (\u063a\u064a\u0648\u0646\u064a \u0648\u0622\u062e\u0631\u0648\u0646 2023)<\/a><br> \u064a\u0633\u062a\u0639\u0631\u0636 \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 571 \u062f\u0631\u0627\u0633\u0629 \u062d\u0648\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 AI \u0641\u064a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 (OSINT)\u060c \u0648\u064a\u0628\u062d\u062b \u0641\u064a \u062d\u0648\u0643\u0645\u062a\u0647\u0627 \u0648\u0622\u062b\u0627\u0631\u0647\u0627 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a\u0629. \u0648\u0642\u062f \u062e\u0644\u0635\u062a \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0625\u0644\u0649 \u0623\u0646 \u062a\u0642\u0646\u064a\u0629 AI \u0642\u062f \u0648\u0633\u0651\u0639\u062a \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0637\u0628 \u0627\u0644\u0634\u0631\u0639\u064a \u0627\u0644\u0645\u0631\u0626\u064a\u060c \u0648\u0644\u0643\u0646\u0647\u0627 \u0623\u062b\u0627\u0631\u062a \u0623\u064a\u0636\u064b\u0627 \u0645\u062e\u0627\u0648\u0641 \u0645\u0644\u062d\u0629 \u062d\u0648\u0644 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0648\u0627\u0644\u062a\u062d\u064a\u0632 \u0648\u0633\u0648\u0621 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u064a\u0633\u0644\u0637 \u0627\u0644\u0645\u0624\u0644\u0641\u0648\u0646 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0646\u0638\u064a\u0645 \u0648\u0627\u0644\u0631\u0642\u0627\u0628\u0629 \u0648\u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629\u060c \u062f\u0627\u0639\u064a\u0646 \u0625\u0644\u0649 \u0648\u0636\u0639 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0623\u0642\u0648\u0649 \u0644\u0636\u0645\u0627\u0646 \u0623\u0646 \u062a\u062f\u0639\u0645 \u062a\u0642\u0646\u064a\u0629 AI \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u062a\u0642\u0646\u064a\u0629 AI \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u062f\u0648\u0646 \u062a\u0642\u0648\u064a\u0636 \u0627\u0644\u062d\u0642\u0648\u0642 \u0623\u0648 \u0627\u0644\u062b\u0642\u0629 \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0627\u0644\u062f\u064a\u0645\u0642\u0631\u0627\u0637\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0622\u0644\u064a\u0627\u064b - <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2310.02655\">\"AGIR: \u0623\u062a\u0645\u062a\u0629 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0645\u0639 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\" (\u0628\u064a\u0631\u064a\u0646\u0627 \u0648\u0622\u062e\u0631\u0648\u0646 2023)<\/a><br> \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0646\u0638\u0627\u0645 AGIR\u060c \u0648\u0647\u0648 \u0646\u0638\u0627\u0645 \u062a\u0648\u0644\u064a\u062f \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u064a\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u062a\u0642\u0627\u0631\u064a\u0631 \u0634\u0627\u0645\u0644\u0629 \u0644\u0645\u0628\u0627\u062f\u0631\u0629 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0645\u0646 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0643\u064a\u0627\u0646\u0627\u062a. \u064a\u0642\u0644\u0644 AGIR \u0645\u0646 \u0648\u0642\u062a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 40% \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0648\u0637\u0644\u0627\u0642\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0636\u062d \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0640 AI \u0623\u062a\u0645\u062a\u0629 \u0645\u0647\u0627\u0645 \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u062d\u0631\u0631 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0644\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0648\u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0623\u0639\u0644\u0649.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274307\" role=\"tabpanel\" aria-labelledby=\"synthetic-data\" data-tab-index=\"7\" style=\"--n-tabs-title-order: 7;\" class=\"elementor-element elementor-element-7af9ec0d e-con-full e-flex e-con e-child\" data-id=\"7af9ec0d\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4261140f e-con-full e-flex e-con e-child\" data-id=\"4261140f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d77b34d elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4d77b34d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u0643\u064a\u0628\u064a\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59cd38ee elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"59cd38ee\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ef7c049 elementor-widget elementor-widget-text-editor\" data-id=\"2ef7c049\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0646\u0634\u0626 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0623\u0648 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0648 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u062f\u0648\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4bc6fa61 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4bc6fa61\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u0643\u064a\u0628\u064a\u0629:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ba9ff81 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"4ba9ff81\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0645\u0643\u0646 \u0644\u0640 AI \u0625\u0646\u062a\u0627\u062c \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0648\u0627\u0642\u0639\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0629 \u0623\u0648 \u0639\u064a\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062e\u062a\u0628\u0631\u064a\u060c \u0648\u0633\u062f \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u062d\u064a\u062b \u0644\u0627 \u062a\u062a\u0648\u0641\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u0648\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0645\u0639 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u062c\u0631\u064a\u0628. \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0627\u0644\u0645\u0639\u0644\u0645\u064a\u0646 \u0648\u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u0629 \u0628\u0643\u0634\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-343df702 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"343df702\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0648\u0642\u0627\u064a\u0629.<\/strong> \u064a\u062a\u064a\u062d \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0622\u0645\u0646\u0629 \u062f\u0648\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0633\u0627\u0633\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-19ff8cba elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"19ff8cba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-60acc920 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"60acc920\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u062a\u0639\u0627\u0641\u064a.<\/strong> \u0625\u0639\u0627\u062f\u0629 \u0625\u0646\u0634\u0627\u0621 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0647\u062c\u0648\u0645 \u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627 \u0628\u0639\u062f \u0648\u0642\u0648\u0639 \u0627\u0644\u062d\u0627\u062f\u062b.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-39cad407 e-con-full e-flex e-con e-child\" data-id=\"39cad407\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-76c7b1c5 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"76c7b1c5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0644\u0625\u0646\u062a\u0627\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0622\u0645\u0646\u0629 \u0648\u0648\u0627\u0642\u0639\u064a\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-732dcaf8 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"732dcaf8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2022, <a href=\"https:\/\/doi.org\/10.1109\/GLOBECOM48099.2022.10001494\">\u0646\u0648\u0643\u0627\u0641\u0627\u0631\u0627\u0628\u0648 \u0648\u0622\u062e\u0631\u0648\u0646<\/a>\u00a0\u0637\u0648\u0651\u0631 MirageNet\u060c \u0648\u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u064a\u0633\u062a\u062e\u062f\u0645 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0645\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 (GANs) \u0644\u0625\u0646\u0634\u0627\u0621 \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0634\u0628\u0643\u064a\u0629 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0642\u0639\u064a\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u0646\u0638\u0627\u0645 \u062a\u0643\u0631\u0627\u0631 \u0623\u0646\u0645\u0627\u0637 \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 DNS \u0648\u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0628\u0637\u0631\u064a\u0642\u0629 \u062a\u0634\u0628\u0647 \u0625\u0644\u0649 \u062d\u062f \u0643\u0628\u064a\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u0648\u0644\u0643\u0646 \u062f\u0648\u0646 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0633\u0627\u0633\u0629 \u0645\u0646 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062d\u064a\u0629.<\/p><p>\u0647\u0630\u0627 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0645\u0647\u0645 \u0644\u0623\u0646 \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0648\u0627\u0644\u0645\u0639\u0644\u0645\u064a\u0646 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u062c\u0631\u064a\u0628\u060c \u0648\u0644\u0643\u0646 \u0644\u0627 \u064a\u0645\u0643\u0646\u0647\u0645 \u062f\u0627\u0626\u0645\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0644\u0623\u0633\u0628\u0627\u0628 \u062a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0623\u0648 \u0627\u0644\u0623\u0645\u0627\u0646. \u062a\u062a\u064a\u062d MirageNet \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0622\u0645\u0646\u0629 \u0627\u0644\u062a\u064a \u062a\u0647\u064a\u0626 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0644\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0645\u0639 \u062a\u062c\u0646\u0628 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u0633\u0645\u062d \u0627\u0633\u062a\u062e\u062f\u0627\u0645 AI\u060c \u0648\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629 \u0634\u0628\u0643\u0627\u062a GANs\u060c \u0628\u0625\u062c\u0631\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u064b\u0627 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631. \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u064a\u0638\u0644 \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0623\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u062a\u0639\u0643\u0633 \u062d\u0642\u0627\u064b \u0627\u0644\u0638\u0631\u0648\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u064a\u0638\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0648\u062b\u0648\u0642\u0627\u064b.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9868e72 e-con-full e-flex e-con e-child\" data-id=\"9868e72\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b8a7925 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"b8a7925\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"b8a7925\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-b8a7925\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-30299e2 e-con-full e-flex e-con e-child\" data-id=\"30299e2\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-b8a7925\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-20cb3f5 e-con-full e-flex e-con e-child\" data-id=\"20cb3f5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c30809 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"5c30809\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0646\u0645\u0630\u062c\u0629 \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 - <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2009.12740\">\"STAN: \u062a\u0648\u0644\u064a\u062f \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629\" (\u0634\u0648 \u0648\u0622\u062e\u0631\u0648\u0646 2021)<\/a><br> \u062a\u0639\u0631\u0636 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 STAN (\u062a\u0648\u0644\u064a\u062f \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u064a\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631)\u060c \u0648\u0647\u064a \u0628\u0646\u064a\u0629 \u0639\u0635\u0628\u064a\u0629 \u062a\u0635\u0648\u063a \u0643\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u0628\u0639\u064a\u0627\u062a \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0648\u0627\u0644\u0633\u0645\u0627\u062a \u0641\u064a \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629. \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0634\u0630\u0648\u0630 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0639\u0644\u0649 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0641\u064a STAN \u062d\u0642\u0642\u062a \u062f\u0642\u0629 \u0634\u0628\u0647 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0636\u062d \u0643\u064a\u0641 \u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0623\u0647\u0628 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u062a\u0642\u064a\u064a\u0645 \u0637\u0631\u0642 \u062a\u0648\u0644\u064a\u062f \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 - <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2410.16326\">\"\u062a\u0648\u0644\u064a\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629: \u062f\u0631\u0627\u0633\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\" (\u0639\u0645\u0627\u0631\u0629 \u0648\u0622\u062e\u0631\u0648\u0646\u060c 2025)<\/a><br> \u062a\u0642\u064a\u0651\u0645 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u062b\u0646\u062a\u064a \u0639\u0634\u0631\u0629 \u0637\u0631\u064a\u0642\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0648\u0646\u0647\u062c AI \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629 \u0648\u0646\u0647\u062c AI \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u064a\u0627\u0633\u064a\u0629. \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0634\u0628\u0643\u0629 GAN \u062a\u0648\u0641\u0631 \u062f\u0642\u0629 \u0648\u0641\u0627\u0626\u062f\u0629 \u0623\u0639\u0644\u0649\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u062d\u0627\u0641\u0638 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0632\u0646 \u0627\u0644\u0637\u0628\u0642\u064a \u0648\u0644\u0643\u0646\u0647\u0627 \u062a\u0641\u062a\u0642\u062f \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0647\u064a\u0643\u0644\u064a.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274308\" role=\"tabpanel\" aria-labelledby=\"iam\" data-tab-index=\"8\" style=\"--n-tabs-title-order: 8;\" class=\"elementor-element elementor-element-7f370106 e-con-full e-flex e-con e-child\" data-id=\"7f370106\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e8f1698 e-con-full e-flex e-con e-child\" data-id=\"e8f1698\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7911b5d1 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"7911b5d1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 (IAM)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c35df68 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5c35df68\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-693ad18 elementor-widget elementor-widget-text-editor\" data-id=\"693ad18\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u0636\u0645\u0646 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 (IAM) \u0623\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u0635\u0631\u062d \u0644\u0647\u0645 \u0641\u0642\u0637 \u0647\u0645 \u0645\u0646 \u0644\u062f\u064a\u0647\u0645 \u0635\u0644\u0627\u062d\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0625\u0644\u0649 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78f251a0 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"78f251a0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68fc5b4c elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"68fc5b4c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0639\u0645\u0644 AI \u0639\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u0625\u062f\u0627\u0631\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a IAM \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 \u0623\u0646\u0645\u0627\u0637 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u062f\u062e\u0648\u0644 \u0627\u0644\u0634\u0627\u0630\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0625\u0633\u0627\u0621\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f\u060c \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0629 \u0628\u0646\u0647\u062c \u0645\u0635\u0627\u062f\u0642\u0629 \u0645\u062a\u0643\u064a\u0641\u0629 \u0648\u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629. \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062d\u0648\u0627\u062f\u062b\u060c \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0628\u0633\u0631\u0639\u0629 \u0639\u0646 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0631\u0642\u0629 \u0648\u062a\u0641\u0639\u064a\u0644 \u0636\u0648\u0627\u0628\u0637 \u0623\u0642\u0648\u0649 \u0644\u0627\u062d\u062a\u0648\u0627\u0621 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-5936f6e0 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"5936f6e0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0648\u0642\u0627\u064a\u0629.<\/strong> \u064a\u0641\u0631\u0636 \u0645\u0635\u0627\u062f\u0642\u0629 \u0623\u0642\u0648\u0649 \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-7728f889 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"7728f889\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0631\u062f.<\/strong> \u064a\u062a\u0643\u064a\u0641 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0627\u0634\u062a\u0628\u0627\u0647 \u0641\u064a \u0625\u0633\u0627\u0621\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-355ae3a8 e-con-full e-flex e-con e-child\" data-id=\"355ae3a8\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-267ae09c elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"267ae09c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0642\u0636\u064a\u0629: \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0648\u0635\u0648\u0644 \u063a\u064a\u0631 \u0639\u0627\u062f\u064a \u0648\u063a\u064a\u0631 \u0645\u0646\u0627\u0633\u0628<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f6a7b86 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f6a7b86\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2024, <a href=\"https:\/\/www.diva-portal.org\/smash\/get\/diva2:1943652\/FULLTEXT02.pdf\">\u0627\u0644\u0628\u064a\u0639<\/a> \u0625\u062c\u0631\u0627\u0621 \u062f\u0631\u0627\u0633\u0629 \u0644\u0625\u062b\u0628\u0627\u062a \u0635\u062d\u0629 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u062d\u0648\u0644 \u062a\u0637\u0628\u064a\u0642 AI \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 \u0623\u0633\u0627\u0633\u064a \u0645\u0628\u0627\u0634\u0631 \u0644\u0625\u062f\u0627\u0631\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 (IAM)\u060c \u062a\u0645\u0643\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0645\u0646 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0633\u0644\u0648\u0643 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u062f\u062e\u0648\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0639\u062a\u0627\u062f \u0648\u0627\u0645\u062a\u064a\u0627\u0632\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629. \u064a\u0633\u0645\u062d \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0628\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0631\u0642\u0629 \u0623\u0648 \u0625\u0633\u0627\u0621\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646 \u0627\u0644\u062f\u0627\u062e\u0644 \u0628\u0633\u0631\u0639\u0629 \u0623\u0643\u0628\u0631 \u0648\u062a\u0643\u064a\u064a\u0641 \u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u064b\u0627 \u0639\u0646\u062f \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u062e\u0627\u0637\u0631. \u0648\u062c\u062f\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0645\u0643\u0627\u0633\u0628 \u0648\u0627\u0636\u062d\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0645\u0639 \u0627\u0644\u062a\u0623\u0643\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0628\u0634\u0631\u064a \u0644\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646\u0647\u0627 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u062a\u0639\u0637\u064a\u0644 \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u062a\u0633\u0645\u062d \u062a\u0642\u0646\u064a\u0629 AI \u0628\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u064a\u0648\u0645\u064a \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0648\u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u062d\u0648\u064a\u0644 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u064f\u062f\u0627\u0631\u0629 \u0625\u0644\u0649 \u062e\u0637 \u062f\u0641\u0627\u0639 \u0623\u0643\u062b\u0631 \u062a\u0643\u064a\u0641\u0627\u064b \u0648\u0627\u0633\u062a\u0628\u0627\u0642\u064a\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-985150d e-con-full e-flex e-con e-child\" data-id=\"985150d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a63260 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"7a63260\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"7a63260\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-7a63260\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-bb2356b e-con-full e-flex e-con e-child\" data-id=\"bb2356b\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-7a63260\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-7e76bf7 e-con-full e-flex e-con e-child\" data-id=\"7e76bf7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bcb67cf elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"bcb67cf\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0645\u0631\u0627\u062c\u0639\u0629 \u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 - <a href=\"https:\/\/www.researchgate.net\/publication\/390929423_AI-Powered_IAM_Audit_for_Anomaly_Detection_in_Critical_Infrastructure\">\"AI-\u062a\u062f\u0642\u064a\u0642 IAM \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 AI \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0631\u062c\u0629\" (\u0631\u0648\u062f\u0631\u064a\u063a\u064a\u0632 \u0648\u0622\u062e\u0631\u0648\u0646 2025)<\/a><br> \u062a\u0642\u062a\u0631\u062d \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0625\u0637\u0627\u0631 \u062a\u062f\u0642\u064a\u0642 AI \u0645\u062f\u0639\u0648\u0645\u064b\u0627 \u0628\u0640 AI \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0633\u0645\u0627\u062a \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0634\u0630\u0648\u0630 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0644\u062a\u062d\u0644\u064a\u0644 \u0633\u062c\u0644\u0627\u062a IAM. \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0645\u0635\u0645\u0645\u0629 \u0639\u0644\u0649 \u063a\u0631\u0627\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0631\u062c\u0629\u060c \u062d\u0642\u0642 \u0627\u0644\u0646\u0638\u0627\u0645 \u0645\u0639\u062f\u0644 \u0627\u0643\u062a\u0634\u0627\u0641 92% \u0645\u0639 \u0645\u0639\u062f\u0644 \u0625\u064a\u062c\u0627\u0628\u064a \u0643\u0627\u0630\u0628 \u0623\u0642\u0644 \u0645\u0646 3%. \u062a\u0648\u0636\u062d \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0643\u064a\u0641 \u064a\u0639\u0632\u0632 \u0646\u0638\u0627\u0645 AI \u0645\u0646 \u062a\u062f\u0642\u064a\u0642 \u0633\u062c\u0644\u0627\u062a IAM\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0627\u0633\u062a\u0628\u0627\u0642\u064a \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u062e\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u063a\u0641\u0644\u0647\u0627 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-3480274309\" role=\"tabpanel\" aria-labelledby=\"log-analysis\" data-tab-index=\"9\" style=\"--n-tabs-title-order: 9;\" class=\"elementor-element elementor-element-4da48b90 e-con-full e-flex e-con e-child\" data-id=\"4da48b90\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f78d023 e-con-full e-flex e-con e-child\" data-id=\"f78d023\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-379f2404 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"379f2404\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63586dde elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"63586dde\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-601ab045 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"601ab045\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0641\u062d\u0635 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0648\u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u064a\u0647\u0627 \u0648\u0641\u0647\u0645\u0647\u0627.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-140b6275 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"140b6275\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u0642\u0648\u0645 AI \u0628\u062a\u063a\u064a\u064a\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1787a6dd elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"1787a6dd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0645\u0643\u0646 \u0644\u0646\u0638\u0627\u0645 AI \u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0648\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u063a\u064a\u0631 \u0627\u0644\u0627\u0639\u062a\u064a\u0627\u062f\u064a\u0629\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0645\u0644\u062e\u0635\u0627\u062a \u0645\u0648\u062c\u0632\u0629. \u0648\u0647\u0630\u0627 \u064a\u062d\u0633\u0651\u0646 \u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0643\u0634\u0641 \u0648\u064a\u0633\u0645\u062d \u0628\u062a\u062f\u0631\u064a\u0633 \u0648\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-11c22472 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"11c22472\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u0625\u0646\u0634\u0627\u0621 \u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u0633\u0627\u0633 \u0648\u062a\u062d\u062f\u064a\u062f \u0646\u0642\u0627\u0637 \u0627\u0644\u0636\u0639\u0641 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-40785102 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"40785102\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0631\u062f.<\/strong> \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0648\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-63b0357a elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"63b0357a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u062a\u0639\u0627\u0641\u064a.<\/strong> \u0625\u0628\u0644\u0627\u063a \u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-4c6b8e09 e-con-full e-flex e-con e-child\" data-id=\"4c6b8e09\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a67221 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"1a67221\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u0648\u0643\u0644\u0627\u0621 AI \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64fcf552 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"64fcf552\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2025, <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2509.05306\">\u0643\u0627\u0631\u0627\u0631\u0633\u0644\u0627\u0646 \u0648\u0622\u062e\u0631\u0648\u0646<\/a>\u00a0\u0641\u062d\u0635\u062a \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0639\u0648\u0627\u0645\u0644 AI \u062f\u0639\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u0643\u062b\u0641\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u0644\u062f\u0647\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0639\u0633\u0644 \u0645\u0646 \u0643\u0627\u0648\u0631\u064a. \u062a\u0642\u0648\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0639\u0633\u0644 \u0628\u062a\u0642\u0644\u064a\u062f \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0636\u0639\u064a\u0641\u0629 \u0639\u0645\u062f\u0627\u064b \u0644\u062c\u0630\u0628 \u0627\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646\u060c \u0648\u0644\u0643\u0646 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0647\u064a \u062d\u062c\u0645 \u0647\u0627\u0626\u0644 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0627\u0644\u062a\u064a \u064a\u0635\u0639\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646 \u062a\u0641\u0633\u064a\u0631\u0647\u0627.<\/p><p>\u0648\u0623\u0638\u0647\u0631 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0623\u0646 \u0648\u0643\u0644\u0627\u0621 AI \u064a\u0645\u0643\u0646\u0647\u0645 \u062a\u062d\u0644\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0648\u062a\u0644\u062e\u064a\u0635\u0647\u0627 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 \u0648\u0625\u0639\u062f\u0627\u062f \u062a\u0642\u0627\u0631\u064a\u0631 \u0645\u0648\u062c\u0632\u0629. \u062a\u0642\u0644\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0645\u0646 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u064a\u062f\u0648\u064a\u060c \u0648\u062a\u0639\u0632\u0632 \u0627\u0644\u0648\u0639\u064a \u0627\u0644\u0638\u0631\u0641\u064a\u060c \u0648\u062a\u0633\u0645\u062d \u0644\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0628\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u062a\u062f\u0627\u0628\u064a\u0631 \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0628\u0633\u0631\u0639\u0629 \u0623\u0643\u0628\u0631. \u062a\u0648\u0636\u062d \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644 AI \u062a\u062d\u0648\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0645\u0643\u0646 \u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0625\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0645\u0639 \u0627\u0644\u062a\u0623\u0643\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0628\u0639\u0646\u0627\u064a\u0629 \u062d\u062a\u0649 \u0644\u0627 \u064a\u062a\u0645 \u0642\u0631\u0627\u0621\u0629 \u062a\u0643\u062a\u064a\u0643\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0645 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0623\u0648 \u0627\u0644\u0645\u062e\u0627\u062f\u0639\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0637\u0626.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7fab8e0 e-con-full e-flex e-con e-child\" data-id=\"7fab8e0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b71c24a elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"b71c24a\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"b71c24a\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-b71c24a\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-28fdb7c e-con-full e-flex e-con e-child\" data-id=\"28fdb7c\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-b71c24a\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-04be5b3 e-con-full e-flex e-con e-child\" data-id=\"04be5b3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77987ab elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"77987ab\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0630\u0627\u062a\u064a - <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2203.10960\">\"\u062a\u062d\u0644\u064a\u0644 \u0633\u062c\u0644 AI \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0628\u0640 AI \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0631\u0643\u064a\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\" (\u0628\u0627\u0646 2023)<\/a><br> \u062a\u0633\u062a\u0643\u0634\u0641 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0648\u0630\u062c AI \u0623\u0646 \u064a\u062f\u0639\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u064a\u0647\u0627. \u0648\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0648\u0630\u062c \u0645\u062d\u0648\u0644 \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647 \u0639\u0644\u0649 \u0625\u062f\u062e\u0627\u0644\u0627\u062a \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u0639\u0627\u062f\u064a\u0629\u060c \u064a\u0637\u0628\u0642 \u0627\u0644\u0646\u0647\u062c \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0633\u062c\u0644 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0627\u062a\u064a \u0644\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u0625\u0634\u0631\u0627\u0641\u060c \u062b\u0645 \u064a\u0642\u0648\u0645 \u0628\u0636\u0628\u0637 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0635\u063a\u064a\u0631\u0629 \u0630\u0627\u062a \u062a\u0633\u0645\u064a\u0627\u062a. \u062a\u0634\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0625\u0644\u0649 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u0627\u062a \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062c\u0627\u0646\u0633\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 \u0627\u0644\u0646\u0627\u062f\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0628\u0634\u0631 \u0628\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0639\u0645\u0644\u064a \u0648\u0627\u0644\u0648\u0627\u0642\u0639\u064a \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0633\u0644\u0644 - <a href=\"https:\/\/doi.org\/10.1016\/j.cose.2024.104222\">\"\u062a\u0635\u0646\u064a\u0641 \u0633\u062c\u0644\u0627\u062a \u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u0639 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u062f\u0644\u0627\u0644\u064a\u0629\" (\u0627\u0644\u0632\u0639\u0628\u064a \u0648\u0622\u062e\u0631\u0648\u0646 2025)<\/a><br> \u062a\u0642\u062a\u0631\u062d \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0625\u0637\u0627\u0631\u064b\u0627 \u0642\u0627\u0626\u0645\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u062f\u0644\u0627\u0644\u064a \u0648\u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u062f\u0644\u0627\u0644\u064a \u0644\u0640 BERT \u0644\u062a\u062d\u0644\u064a\u0644 \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062a\u0633\u0644\u0644. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u062d\u0633\u0628 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0648\u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0645\u0639 AI \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0641\u0633\u064a\u0631 \u0641\u064a AI\u060c \u064a\u062d\u0633\u0651\u0646 \u0627\u0644\u0646\u0647\u062c \u062f\u0642\u0629 \u0627\u0644\u0643\u0634\u0641\u060c \u0648\u064a\u062d\u0642\u0642 \u0623\u0643\u062b\u0631 \u0645\u0646 99% \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0648\u062f\u0642\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 99%\u060c \u0648\u064a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-34802743010\" role=\"tabpanel\" aria-labelledby=\"malware-analysis\" data-tab-index=\"10\" style=\"--n-tabs-title-order: 10;\" class=\"elementor-element elementor-element-32dcb80 e-con-full e-flex e-con e-child\" data-id=\"32dcb80\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7e5cf53 e-con-full e-flex e-con e-child\" data-id=\"7e5cf53\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77b57bdc elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"77b57bdc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d506f51 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6d506f51\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f9b5cc2 elementor-widget elementor-widget-text-editor\" data-id=\"1f9b5cc2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0642\u0648\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0628\u0627\u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0644\u0641\u0647\u0645 \u0633\u0644\u0648\u0643\u0647\u0627 \u0648\u0623\u0635\u0644\u0647\u0627 \u0648\u062a\u0623\u062b\u064a\u0631\u0647\u0627 \u0627\u0644\u0645\u062d\u062a\u0645\u0644.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-307d8179 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"307d8179\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23226461 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"23226461\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0639\u0645\u0644 AI \u0639\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0623\u0648\u062c\u0647 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0641\u064a \u0627\u0644\u0634\u064a\u0641\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0639\u0628\u0631 \u0639\u0627\u0626\u0644\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0648\u062a\u0648\u0644\u064a\u062f \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0644\u062a\u0646\u0641\u064a\u0630 \u0635\u0646\u062f\u0648\u0642 \u0627\u0644\u0631\u0645\u0644. \u0648\u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0628\u0633\u0631\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0623\u0633\u0631\u0639 \u0648\u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0622\u062b\u0627\u0631\u0647\u0627 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-62f12026 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"62f12026\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0631\u062f.<\/strong> \u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0648\u0627\u062d\u062a\u0648\u0627\u0626\u0647\u0627.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-65714625 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"65714625\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u062a\u0639\u0627\u0641\u064a.<\/strong> \u064a\u0633\u0627\u0647\u0645 \u0641\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0644\u0644\u062f\u0641\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-742eb9 e-con-full e-flex e-con e-child\" data-id=\"742eb9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-78a4ba6 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"78a4ba6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u062a\u0641\u0643\u064a\u0643 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d945268 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"1d945268\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2025, <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2504.07574\">\u0623\u0628\u0641\u0631\u064a\u0644 \u0648\u0646\u0627\u0643\u0648\u0641<\/a> \u0642\u0627\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 R2AI\u060c \u0648\u0647\u0648 \u0645\u0643\u0648\u0646 \u0625\u0636\u0627\u0641\u064a AI \u0644\u0645\u0641\u0643\u0643 Radare2 \u0639\u0644\u0649 \u0639\u064a\u0646\u0627\u062a \u062d\u062f\u064a\u062b\u0629 \u0645\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0644\u0646\u0638\u0627\u0645 \u0644\u064a\u0646\u0643\u0633 \u0648\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621. \u064a\u062f\u0645\u062c \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0631\u0645\u062c\u064a\u0627\u062a LLMs \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0639\u0643\u0633\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0639\u0644\u0649 \u062a\u0641\u0643\u064a\u0643 \u0627\u0644\u062f\u0648\u0627\u0644\u060c \u0648\u0625\u0639\u0627\u062f\u0629 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629. \u0648\u0642\u062f \u0623\u0638\u0647\u0631\u062a \u062f\u0631\u0627\u0633\u062a\u0647\u0645 \u0623\u0646 \u0645\u0633\u0627\u0639\u062f\u0629 AI \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0642\u0644\u0644 \u0648\u0642\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0646 \u0639\u062f\u0629 \u0623\u064a\u0627\u0645 \u0625\u0644\u0649 \u0627\u0644\u0646\u0635\u0641 \u062a\u0642\u0631\u064a\u0628\u0627\u064b\u060c \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0645\u0633\u0627\u0648\u064a\u0629 \u0623\u0648 \u0623\u0641\u0636\u0644 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u0634\u0631\u064a \u0641\u0642\u0637. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062e\u0628\u064a\u062b\u0629 Linux\/Devura\u060c \u0627\u0633\u062a\u0646\u062a\u062c\u062a AI \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0633\u064a\u0637\u0629 \u0627\u0644\u062a\u064a \u0641\u0627\u062a\u062a \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0644\u0627 \u062a\u0632\u0627\u0644 \u0647\u0646\u0627\u0643 \u0642\u064a\u0648\u062f: \u0641\u0642\u062f \u0623\u0646\u062a\u062c\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u062d\u064a\u0627\u0646\u064b\u0627 \u0647\u0644\u0648\u0633\u0627\u062a \u0623\u0648 \u0645\u0628\u0627\u0644\u063a\u0627\u062a \u0623\u0648 \u062d\u0630\u0641\u0627\u062a\u060c \u0648\u062a\u0637\u0644\u0628\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u0642\u0628\u0644 \u062e\u0628\u0631\u0627\u0621 \u0645\u0647\u0631\u0629. \u062a\u064f\u0634\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u062a\u0641\u0643\u064a\u0643 \u0628\u0645\u0633\u0627\u0639\u062f\u0629 AI \u0647\u0648 \u0627\u0644\u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629 \u0643\u0645\u0636\u0627\u0639\u0641 \u0644\u0644\u0642\u0648\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0631\u0651\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0641\u0631\u0632 \u0648\u064a\u0643\u0634\u0641 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0628\u0633\u0631\u0639\u0629 \u0623\u0643\u0628\u0631\u060c \u0645\u0639 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0639\u0644\u0649 \u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0628\u0634\u0631\u064a \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062f\u0642\u0629 \u0648\u062a\u062c\u0646\u0628 \u0633\u0648\u0621 \u0627\u0644\u062a\u0641\u0633\u064a\u0631.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-671714c e-con-full e-flex e-con e-child\" data-id=\"671714c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea4d306 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"ea4d306\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"ea4d306\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-ea4d306\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-ada8024 e-con-full e-flex e-con e-child\" data-id=\"ada8024\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-ea4d306\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-7674b26 e-con-full e-flex e-con e-child\" data-id=\"7674b26\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c2abbc3 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"c2abbc3\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u062f\u0644\u0627\u0644\u064a\u0629 \u0644\u0644\u062a\u0635\u0646\u064a\u0641 - <a href=\"https:\/\/doi.org\/10.32604\/cmes.2025.061080\">\"\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u0639 \u0627\u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u062f\u0644\u0627\u0644\u064a \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0636\u0627\u0631\u0629\" (\u062a\u0634\u064a\u0646 \u0648\u0622\u062e\u0631\u0648\u0646 2025)<\/a><br> \u062a\u0648\u0636\u0651\u062d \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0646 \u062a\u0637\u0628\u064a\u0642 AI \u0639\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0645\u062e\u062a\u0627\u0631\u0629 \u0645\u0646 \u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629\u060c \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u0637\u0628\u064a\u0642 \u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0628\u0627\u0644\u0643\u0627\u0645\u0644\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062d\u0633\u0651\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0623\u0633 \u0627\u0644\u0645\u0644\u0641\u0651\u0627\u062a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629\u060c \u062d\u0642\u0642 \u0646\u0645\u0648\u0630\u062c\u0647\u0645 \u062f\u0642\u0629 99.54% \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0639\u0627\u0626\u0644\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629. \u064a\u0634\u064a\u0631 \u0647\u0630\u0627 \u0625\u0644\u0649 \u0623\u0646 \u0627\u0633\u062a\u0647\u062f\u0627\u0641 \u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0625\u0641\u0627\u062f\u0629\u064b \u064a\u064f\u0645\u0643\u0651\u0646 \u0645\u0646 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u0645\u0648\u062b\u0648\u0642\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0627\u0644\u062a\u0639\u0644\u064f\u0651\u0645 \u0627\u0644\u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0637\u0644\u0642\u0627\u062a \u0627\u0644\u0642\u0644\u064a\u0644\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 - <a href=\"https:\/\/doi.org\/10.1016\/j.cose.2022.102887\">\"\u0646\u0647\u062c \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0642\u0644\u064a\u0644 \u0627\u0644\u0644\u0642\u0637\u0627\u062a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0639\u0627\u0626\u0644\u0629 \u063a\u064a\u0631 \u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0635\u0648\u0631 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629\" (\u0643\u0648\u0646\u062a\u064a \u0648\u0622\u062e\u0631\u0648\u0646 2022)<\/a><br> \u062a\u0642\u062a\u0631\u062d \u0647\u0630\u0647 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0628\u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0644\u0642\u0637\u0627\u062a \u0644\u062a\u0635\u0646\u064a\u0641 \u0639\u0627\u0626\u0644\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0645\u0639 \u0639\u062f\u062f \u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0623\u0645\u062b\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0646\u0628 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u0639\u0627\u062f\u0629 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0643\u0644\u0645\u0627 \u0638\u0647\u0631\u062a \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u062e\u0628\u064a\u062b\u0629 \u062c\u062f\u064a\u062f\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0635\u0648\u0631 \u062b\u0646\u0627\u0626\u064a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0643\u0635\u0648\u0631 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0642\u0646\u0648\u0627\u062a \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0646\u064a\u062a\u064a\u0646 (CSNN \u0648 Shallow-FS)\u060c \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0648\u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621. \u0648\u0647\u0630\u0627 \u064a\u062f\u0644 \u0639\u0644\u0649 \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u064f\u0647\u062c \u0642\u0644\u064a\u0644\u0629 \u0627\u0644\u0637\u0644\u0642\u0627\u062a \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u064a\u0641 \u0648\u0627\u0644\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-34802743011\" role=\"tabpanel\" aria-labelledby=\"training-labs\" data-tab-index=\"11\" style=\"--n-tabs-title-order: 11;\" class=\"elementor-element elementor-element-2e92139e e-con-full e-flex e-con e-child\" data-id=\"2e92139e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7e598b54 e-con-full e-flex e-con e-child\" data-id=\"7e598b54\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e73c74a elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"5e73c74a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf75f74 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5cf75f74\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fe07c66 elementor-widget elementor-widget-text-editor\" data-id=\"5fe07c66\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0648\u0641\u0631 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0628\u064a\u0626\u0627\u062a \u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u0631\u0642\u0627\u0628\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0639\u0645\u0644\u064a \u0648\u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37e6d6c2 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"37e6d6c2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u063a\u064a\u0631 AI \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3791879d elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3791879d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u064a\u0645\u0643\u0646 \u0644 AI \u0625\u0646\u0634\u0627\u0621 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062e\u062a\u0628\u0631\u064a\u0629 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0645\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u062a\u062d\u062f\u064a\u0627\u062a \u062a\u0643\u064a\u0641\u064a\u0629 \u0645\u062a\u0641\u0627\u0648\u062a\u0629 \u0627\u0644\u0635\u0639\u0648\u0628\u0629\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629 \u0648\u0627\u0644\u062a\u0642\u064a\u064a\u0645. \u0648\u0647\u0630\u0627 \u064a\u062f\u0639\u0645 \u062a\u062f\u0631\u064a\u0628\u0627\u064b \u0623\u0643\u062b\u0631 \u0648\u0627\u0642\u0639\u064a\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-21cc0925 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"21cc0925\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f.<\/strong> \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062c\u0627\u0647\u0632\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u062a\u0643\u064a\u0641\u064a\u0629.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-dce-text-color=\"#E8EEFF\" class=\"elementor-element elementor-element-1fc426ad elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"1fc426ad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>\u0627\u0644\u062a\u0639\u0627\u0641\u064a.<\/strong> \u062f\u0645\u062c \u062f\u0631\u0648\u0633 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-dce-background-color=\"#FFFFFF\" class=\"elementor-element elementor-element-200258a6 e-con-full e-flex e-con e-child\" data-id=\"200258a6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-675846ab elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"675846ab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629: \u0646\u0637\u0627\u0642\u0627\u062a AI \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0627\u0644\u0637\u0627\u0642\u0629 AI \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0643\u064a\u0641\u064a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f8bc9d6 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5f8bc9d6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0639\u0627\u0645 2025, <a href=\"https:\/\/doi.org\/10.1080\/19361610.2025.2518383\">\u0633\u064a\u0633\u0648\u062f\u064a\u0627 \u0648\u0622\u062e\u0631\u0648\u0646<\/a>\u0645\u062c\u0645\u0648\u0639\u0629 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u062a\u0642\u0646\u064a\u0629 AI \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0627\u0642\u0639\u064a\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a. \u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629\u060c \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 AI \u0644\u0636\u0628\u0637 \u0635\u0639\u0648\u0628\u0629 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0648\u0641\u0642\u0627\u064b \u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0645\u060c \u0648\u062d\u0642\u0646 \u0623\u062d\u062f\u0627\u062b \u0647\u062c\u0648\u0645 \u0648\u0627\u0642\u0639\u064a\u0629\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0629.<\/p><p>\u0648\u0648\u062c\u062f\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u0627\u0644\u0630\u064a\u0646 \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647\u0645 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0626\u0629 \u062d\u0642\u0642\u0648\u0627 \u062f\u0642\u0629 \u0623\u0639\u0644\u0649 \u0641\u064a \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0648\u062a\u0642\u0644\u064a\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0622\u062b\u0627\u0631\u0647\u0627 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0645\u0646\u0627\u0647\u062c \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0639\u0644\u0645\u064a\u0646\u060c \u064a\u062a\u064a\u062d \u0627\u0644\u0646\u0638\u0627\u0645 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u0627\u062a \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0648\u062f\u0645\u062c \u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629.<\/p><p>\u0648\u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0623\u0638\u0647\u0631 \u0627\u0644\u0628\u062d\u062b \u0623\u064a\u0636\u0627\u064b \u0623\u0646 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u0647\u062c\u064a\u0646\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0627\u0644\u0633\u062d\u0627\u0628\u064a \u0648\u062f\u0642\u0629 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0627\u062f\u064a\u0629\u060c \u062a\u0642\u062f\u0645 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0623\u0643\u062b\u0631 \u0648\u0627\u0642\u0639\u064a\u0629 \u0648\u062a\u0643\u064a\u0651\u0641\u0627\u064b. \u062a\u0633\u0644\u0637 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644\u0647\u0627 \u0623\u0646 \u062a\u062d\u0648\u0651\u0644 AI \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0646 \u062a\u0645\u0627\u0631\u064a\u0646 \u062b\u0627\u0628\u062a\u0629 \u0625\u0644\u0649 \u0628\u064a\u0626\u0627\u062a \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u062a\u064f\u0639\u062f \u0627\u0644\u0637\u0644\u0627\u0628 \u0648\u0627\u0644\u0645\u0647\u0646\u064a\u064a\u0646 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9a1270 e-con-full e-flex e-con e-child\" data-id=\"c9a1270\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf5fc34 elementor-widget elementor-widget-marcs-collapsible-content\" data-id=\"cf5fc34\" data-element_type=\"widget\" data-widget_type=\"marcs-collapsible-content.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"marcs-collapsible-wrapper\" data-widget-id=\"cf5fc34\" data-default-state=\"closed\" data-animation-duration=\"300\">\n\t\t\t<div class=\"marcs-collapsible-heading-wrapper\">\n\t\t\t\t<div class=\"marcs-collapsible-heading\">\n\t\t\t\t\t\u0642\u0631\u0627\u0621\u0627\u062a \u0623\u062e\u0631\u0649\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"marcs-collapsible-content-cf5fc34\">\n\t\t\t\t\t\t<span class=\"marcs-collapsible-toggle-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-closed\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"marcs-collapsible-icon-opened\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<!-- First nested container: Content Area -->\n\t\t\t<div class=\"marcs-collapsible-content-area elementor-element elementor-element-b643416 e-con-full e-flex e-con e-child\" data-id=\"b643416\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\n\t\t\t<!-- Second nested container: Collapsible Content -->\n\t\t\t<div id=\"marcs-collapsible-content-cf5fc34\" class=\"marcs-collapsible-content-wrapper marcs-collapsible-hidden elementor-element elementor-element-4780fe7 e-con-full e-flex e-con e-child\" data-id=\"4780fe7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-264405a elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"264405a\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a - <a href=\"https:\/\/doi.org\/10.1016\/j.cose.2023.103585\">\"\u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 \u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\" (\u0628\u0631\u0648\u0645\u0631 \u0648\u0622\u062e\u0631\u0648\u0646 2024)<\/a><br> \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0648\u0631\u0642\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0623\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0645\u0646\u0627\u0647\u062c \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0644\u0639\u0627\u0628\u060c \u062a\u064f\u062d\u0633\u0651\u0646 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0648\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629. \u062a\u0633\u0644\u0637 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0641\u0639\u0627\u0644\u064a\u0629 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u0648\u0644\u0643\u0646\u0647\u0627 \u062a\u0643\u0634\u0641 \u0623\u064a\u0636\u064b\u0627 \u0639\u0646 \u062a\u062d\u062f\u064a\u0627\u062a \u0645\u062b\u0644 \u0635\u063a\u0631 \u062d\u062c\u0645 \u0627\u0644\u0639\u064a\u0646\u0629 \u0648\u0627\u0644\u062a\u0635\u0627\u0645\u064a\u0645 \u063a\u064a\u0631 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629. \u0648\u0647\u0630\u0627 \u064a\u0624\u0643\u062f \u0639\u0644\u0649 \u0642\u064a\u0645\u0629 \u062f\u0645\u062c AI \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0644\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u062f\u062e\u0644\u0627\u062a \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u0625\u0646\u0634\u0627\u0621 \u062a\u0645\u0627\u0631\u064a\u0646 \u062a\u0643\u064a\u0641\u064a\u0629 \u062a\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u0642\u064a\u0648\u062f \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-34802743012\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-34802743012\" data-tab-index=\"12\" style=\"--n-tabs-title-order: 12;\" class=\"elementor-element elementor-element-be89b33 e-con-full e-flex e-con e-child\" data-id=\"be89b33\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f6e41c9 e-con-full e-flex e-con e-child\" data-id=\"f6e41c9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9199c70 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"9199c70\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0623\u0633\u0626\u0644\u0629 \u0644\u0644\u0645\u0646\u0627\u0642\u0634\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23c903c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"23c903c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7b4e39 elementor-align-end elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"b7b4e39\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0623\u064a \u0645\u0631\u062d\u0644\u0629 \u0645\u0646 \u0645\u0631\u0627\u062d\u0644 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 (\u0627\u0644\u0648\u0642\u0627\u064a\u0629 \u0648\u0627\u0644\u062a\u0623\u0647\u0628 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0641\u064a) \u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u062a\u062a\u063a\u064a\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 AI \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u060c \u0648\u0645\u0627 \u0647\u064a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062f\u062b \u0641\u064a\u0647\u0627 AI \u062d\u0627\u0644\u064a\u0627\u064b \u0623\u0643\u0628\u0631 \u0641\u0631\u0642\u061f 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class=\"elementor-icon-list-text\">\u0647\u0644 \u0633\u062a\u0639\u0645\u0644 \u0623\u062f\u0648\u0627\u062a AI \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0639\u0644\u0649 \u062a\u0643\u0627\u0641\u0624 \u0627\u0644\u0641\u0631\u0635 \u0623\u0645\u0627\u0645 \u0635\u063a\u0627\u0631 \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646\u060c \u0623\u0645 \u0623\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0645\u0645\u0644\u0648\u0643\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0633\u062a\u0638\u0644 \u062a\u0645\u0646\u062d \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0645\u064a\u0632\u0629 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34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0647\u0644 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0635\u0628\u062d \u0627\u0644\u0645\u062f\u0627\u0641\u0639\u0648\u0646 \u0645\u0639\u062a\u0645\u062f\u064a\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0644\u0627\u0632\u0645 \u0639\u0644\u0649 AI\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u0642\u0627\u0637 \u0639\u0645\u064a\u0627\u0621 \u0625\u0630\u0627 \u0641\u0634\u0644\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u0648 \u062a\u0645 \u062a\u0633\u0645\u064a\u0645\u0647\u0627 \u0623\u0648 \u062e\u062f\u0627\u0639\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u062e\u0635\u0645\u061f<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0645\u0646 \u064a\u062a\u062d\u0645\u0644 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0625\u0630\u0627 \u0623\u063a\u0641\u0644\u062a \u0623\u0646\u0638\u0645\u0629 AI \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u062d\u0631\u062c\u0629 \u0623\u0648 \u0642\u062f\u0645\u062a \u062a\u0648\u0635\u064a\u0627\u062a \u062e\u0627\u0637\u0626\u0629: \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0623\u0648 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0646\u0634\u0631\u0647\u0627 \u0623\u0648 \u0627\u0644\u0645\u062d\u0644\u0644\u0648\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u062a\u0645\u062f\u0648\u0646 \u0639\u0644\u064a\u0647\u0627\u061f<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0643\u064a\u0641 \u064a\u062c\u0628 \u0639\u0644\u0649 \u0635\u0627\u0646\u0639\u064a \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u062a\u0634\u062c\u064a\u0639 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0644\u062a\u0642\u0646\u064a\u0629 AI \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062f\u0641\u0627\u0639 \u062f\u0648\u0646 \u062e\u0646\u0642 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0623\u0648 \u0627\u0644\u062d\u062f \u0645\u0646 \u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0639\u0644\u0645\u064a\u0646 \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629\u061f<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0645\u0639 \u0627\u0639\u062a\u0645\u0627\u062f \u0643\u0644 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u062c\u0645\u064a\u0646 \u0648\u0627\u0644\u0645\u062f\u0627\u0641\u0639\u064a\u0646 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621 \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0629 AI\u060c \u0647\u0644 \u0633\u064a\u062a\u0637\u0648\u0631 \u0627\u0644\u0635\u0631\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0625\u0644\u0649 \u0645\u0633\u0627\u0628\u0642\u0629 \"\u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0645\u0633\u062a\u0642\u0644 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0647\u062c\u0648\u0645 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\"\u061f<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-34802743013\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-34802743013\" data-tab-index=\"13\" style=\"--n-tabs-title-order: 13;\" class=\"elementor-element elementor-element-a5f3d08 e-con-full e-flex e-con e-child\" data-id=\"a5f3d08\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8e85a8a e-con-full e-flex e-con e-child\" data-id=\"8e85a8a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7fac22a elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"7fac22a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u0628\u0628\u0644\u064a\u0648\u063a\u0631\u0627\u0641\u064a\u0627<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3ba4e4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d3ba4e4\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2524929 elementor-widget elementor-widget-text-editor\" data-id=\"2524929\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0627\u0644\u0632\u0639\u0628\u064a\u060c \u0623\u062d\u0645\u062f\u060c \u0648\u0623\u062d\u0645\u062f\u060c \u0648\u0639\u0645\u0631 \u062f\u0631\u0648\u064a\u0634\u060c \u0648\u0623\u0645\u062c\u062f \u0627\u0644\u0628\u0634\u0627\u064a\u0631\u0629\u060c \u0648\u064a\u062d\u064a\u0649 \u0637\u0634\u0637\u0648\u0634. \"\u062a\u0635\u0646\u064a\u0641 \u0633\u062c\u0644\u0627\u062a \u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u0639 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u062f\u0644\u0627\u0644\u064a\u0629\". <\/span><i><span style=\"font-weight: 400;\">\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0648\u0627\u0644\u0623\u0645\u0627\u0646<\/span><\/i><span style=\"font-weight: 400;\"> 150 (\u0645\u0627\u0631\u0633 2025): 104222. https:\/\/doi.org\/10.1016\/j.cose.2024.104222.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0639\u0645\u0627\u0631\u0629\u060c \u0648\u062f\u0648\u0631\u064a \u0623\u062f\u0627\u0646\u060c \u0648\u062c\u064a\u0627\u0646\u063a\u0648 \u062f\u064a\u0646\u063a\u060c \u0648\u0643\u0648\u0631\u062a \u062a\u0648\u062a\u0634\u0643\u0648. \"\u062a\u0648\u0644\u064a\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629: \u062f\u0631\u0627\u0633\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\". arXiv:2410.16326. \u0627\u0644\u0625\u0635\u062f\u0627\u0631 2. \u0646\u0633\u062e\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 22 \u0641\u0628\u0631\u0627\u064a\u0631 2025. https:\/\/doi.org\/10.48550\/arXiv.2410.16326.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">Balasubramanian, Prasasasthy, Justin Seby, and Panos Kostakos. \"CYGENT: \u0648\u0643\u064a\u0644 \u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0645\u0639 \u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 GPT-3\". arXiv:2403.17160. \u0637\u0628\u0627\u0639\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 25 \u0645\u0627\u0631\u0633 2024. https:\/\/doi.org\/10.48550\/arXiv.2403.17160.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0643\u0648\u0628\u0648\u0644\u064a\u0646\u0648 \u0648\u0644\u0648\u064a\u062c\u064a \u0648\u0623\u0646\u0637\u0648\u0646\u064a\u0648 \u0625\u064a\u0627\u0646\u0627\u062a\u0634\u0648\u0646\u064a \u0648\u0631\u0648\u0628\u0631\u062a\u0648 \u0646\u0627\u0631\u062f\u0648\u0646\u064a \u0648\u0623\u0644\u0641\u0631\u064a\u062f\u0648 \u0628\u064a\u062a\u0631\u0648\u0644\u0648. \"\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0635\u0648\u0644 \u0641\u064a \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0631\u062c\u0629: \u0646\u0647\u062c \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 LLM\". <\/span><i><span style=\"font-weight: 400;\">\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a<\/span><\/i><span style=\"font-weight: 400;\"> 14\u060c \u0631\u0642\u0645 16 (2025): 3267. https:\/\/doi.org\/10.3390\/electronics14163267.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">Gao, Peng, Xiaoyuan Liu, Edward Choi, Sibo Ma, Xinyu Yang, and Dawn Song. \"ThreatKG: \u0646\u0638\u0627\u0645 AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management\". arXiv:2212.10388. \u0637\u0628\u0627\u0639\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 30 \u0623\u0643\u062a\u0648\u0628\u0631 2024. https:\/\/doi.org\/10.48550\/arXiv.2212.10388.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u062c\u0627\u064a\u062c\u0631\u060c \u0648\u0623\u0644\u0643\u0633\u0646\u062f\u0631\u060c \u0648\u062f\u0648\u0646\u062c\u064a\u0648 \u0644\u064a\u0648\u060c \u0648\u0633\u0627\u0631\u0629 \u0623\u0644\u0646\u064a\u062c\u064a\u0645\u064a\u0634\u060c \u0648\u0623\u0644\u0641\u0631\u064a\u062f\u0648 \u0643\u0648\u064a\u0633\u062a\u0627-\u0625\u0646\u0641\u0627\u0646\u062a\u064a\u060c \u0648\u0643\u0627\u0644\u064a\u0627\u0646 \u0641\u064a\u0631\u0627\u0645\u0627\u062a\u0634\u0627\u0646\u064a. \"TadGAN: \u0643\u0634\u0641 \u0634\u0630\u0648\u0630 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0645\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629\". arXiv:2009.07769. \u0646\u0633\u062e\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 14 \u0646\u0648\u0641\u0645\u0628\u0631 2020. https:\/\/doi.org\/10.48550\/arXiv.2009.07769.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">Ghioni, Riccardo, Mariarosaria Taddeo, and Luciano Floridi. \"\u0627\u0644\u0630\u0643\u0627\u0621 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648AI: \u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 \u0644\u0623\u062f\u0628\u064a\u0627\u062a GELSI\". <\/span><i><span style=\"font-weight: 400;\">\u0645\u0646\u0638\u0645\u0629 \u0627\u0644\u0639\u0641\u0648 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639<\/span><\/i><span style=\"font-weight: 400;\">\u060c 28 \u064a\u0646\u0627\u064a\u0631 2023\u060c 1-16. https:\/\/doi.org\/10.1007\/s00146-023-01628-x.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u062d\u0645\u0631\u0627\u0646\u060c \u0647\u0627\u0626\u0644 \u0639\u0628\u062f \u0627\u0644\u062d\u0643\u064a\u0645 \u0639\u0644\u064a\u060c \u0648\u0641\u064a\u0631\u062f\u064a \u0633\u0648\u0646\u0645\u064a\u0632. \"\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0639\u0628\u0631 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c AI\". arXiv:2508.11710. \u0637\u0628\u0627\u0639\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 14 \u0623\u063a\u0633\u0637\u0633 2025. https:\/\/doi.org\/10.48550\/arXiv.2508.11710.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0643\u0627\u0631\u0627\u0631\u0633\u0644\u0627\u0646 \u0648\u0625\u064a\u0646\u064a\u0633 \u0648\u0625\u064a\u0633\u064a\u0646 \u063a\u0648\u0644\u0631 \u0648\u0625\u064a\u0641 \u0623\u0645\u064a\u0631 \u064a\u0648\u062c\u0627 \u0648\u0625\u064a\u0641 \u0623\u0645\u064a\u0631 \u064a\u0648\u062c\u0627 \u0648\u0643\u0627\u063a\u0627\u062a\u0627\u064a \u0643\u0648\u0628\u0627\u0646. \"\u0646\u062d\u0648 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u062c\u0644 \u0645\u0639 \u0648\u0643\u0644\u0627\u0621 AI: \u062f\u0631\u0627\u0633\u0629 \u062d\u0627\u0644\u0629 \u0643\u0627\u0648\u0631\u064a\". arXiv:2509.05306. \u0637\u0628\u0627\u0639\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 22 \u0623\u063a\u0633\u0637\u0633 2025. https:\/\/doi.org\/10.48550\/arXiv.2509.05306.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0646\u064a\u0628\u064a\u0628\u064a \u0648\u0628\u064a\u062a\u0644\u0647\u0645 \u0648\u0628\u0627\u0641\u0644\u064a\u0646\u0627 \u0643\u0631\u0648\u0643\u0644 \u0648\u0631\u0648\u0645\u0627\u0631\u064a\u0643 \u064a\u0627\u062a\u0627\u063a\u0627 \u0648\u0646\u0627\u062a\u0627\u0634\u0627 \u0625\u064a\u062f\u064a\u0647\u060c \u0648\u0643\u0627\u0631\u0644 \u0648\u064a\u062f\u062a. \"AI Defenders: \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0631\u062c\u0629\". Gesellschaft f\u00fcr Informatik e.V., 2024, 1917-27. https:\/\/dl.gi.de\/handle\/20.500.12116\/45143.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0646\u0648\u0643\u0627\u0641\u0627\u0631\u0627\u0628\u0648\u060c \u0648\u0633\u0627\u0646\u062a\u0648\u0634 \u0643\u0648\u0645\u0627\u0631\u060c \u0648\u0645\u062d\u0645\u062f \u0639\u064a\u0627\u0637\u060c \u0648\u062a\u0627\u0645\u0631 \u0646\u062f\u064a\u0645. \"MirageNet - \u0646\u062d\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0634\u0628\u0643\u0629 GAN \u0644\u062a\u0648\u0644\u064a\u062f \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629\". <\/span><i><span style=\"font-weight: 400;\">\u063a\u0644\u0648\u0628\u0643\u0648\u0645 2022 - 2022 \u0645\u0624\u062a\u0645\u0631 \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0644\u0645\u0639\u0647\u062f \u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0648\u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a IEEE \u0627\u0644\u0639\u0627\u0644\u0645\u064a<\/span><\/i><span style=\"font-weight: 400;\">\u060c IEEE\u060c 4 \u062f\u064a\u0633\u0645\u0628\u0631 2022\u060c 3089-95. https:\/\/doi.org\/10.1109\/GLOBECOM48099.2022.10001494.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0646\u0648\u0648\u064a\u060c \u062a\u0634\u0648\u0643\u0648\u0648\u062c\u064a\u0643\u0648 \u062a\u0634\u0627\u0631\u0644\u0632\u060c \u0648\u0633\u062a\u064a\u0641\u0646 \u0646\u0648\u0627\u062c\u0648\u063a\u064a\u063a\u064a\u0627\u063a\u0648. \"AI-\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u0628\u0627\u0642\u064a \u0648\u0645\u0646\u0639 \u0627\u062e\u062a\u0631\u0627\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\". <\/span><i><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0644\u0628\u062d\u0648\u062b \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629<\/span><\/i><span style=\"font-weight: 400;\"> 8\u060c \u0631\u0642\u0645 11 (2024): 339-56.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0623\u0648\u063a\u0648\u0646\u062f\u0627\u064a\u0631\u0648\u060c \u0623\u0648\u0628\u0627\u0644\u0648\u0644\u0648\u0627\u060c \u0648\u0628\u064a\u062a\u0631 \u0628\u0631\u0648\u0643\u0644\u064a\u0646. <\/span><i><span style=\"font-weight: 400;\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a<\/span><\/i><span style=\"font-weight: 400;\">. 2024.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">Peng, Wei, Wei, Junmei Ding, Wei Wang, et al. \"CTISum: \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0644\u062a\u0644\u062e\u064a\u0635 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629\". arXiv:2408.06576. \u0637\u0628\u0627\u0639\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 30 \u064a\u0648\u0646\u064a\u0648 2025. https:\/\/doi.org\/10.48550\/arXiv.2408.06576.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">Perrina, Filippo, Francesco Marchiori, Mauro Conti, and Nino Vincenzo Verde. \"AGIR: \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\". arXiv:2310.02655. \u0637\u0628\u0627\u0639\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 4 \u0623\u0643\u062a\u0648\u0628\u0631 2023. https:\/\/doi.org\/10.48550\/arXiv.2310.02655.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0628\u062a\u0631\u0648\u0644\u064a\u0646\u064a \u0648\u0645\u0627\u064a\u0643\u0644 \u0648\u0633\u062a\u064a\u0641\u0627\u0646\u0648 \u0643\u0627\u062c\u0646\u0648\u0646\u064a \u0648\u0645\u0648\u0646\u064a\u0643\u0627 \u0645\u0648\u0631\u062f\u0648\u0646\u064a\u0646\u064a. \"\u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0635\u0646\u0641\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\". <\/span><i><span style=\"font-weight: 400;\">\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/span><\/i><span style=\"font-weight: 400;\"> 14\u060c \u0631\u0642\u0645 8 (2022): 228. https:\/\/doi.org\/10.3390\/fi14080228.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0631\u0627\u0646\u064a\u060c \u0648\u0646\u0627\u0646\u062f\u0627\u060c \u0648\u0628\u064a\u0643\u0627\u0634 \u0633\u0627\u0647\u0627\u060c \u0648\u0641\u064a\u0643\u0627\u0633 \u0645\u0648\u0631\u064a\u0627\u060c \u0648\u0633\u0627\u0646\u062f\u064a\u0628 \u0643\u0648\u0645\u0627\u0631 \u0634\u0648\u0643\u0644\u0627. \"TTPXHunter: \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0639\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0641\u064a \u0635\u0648\u0631\u0629 \u062e\u0637\u0637 TTPXHunter \u0645\u0646 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0646\u062a\u0647\u064a\u0629\". <\/span><i><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629: \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629<\/span><\/i><span style=\"font-weight: 400;\"> 5\u060c \u0631\u0642\u0645 4 (2024): 1\u201319. https:\/\/doi.org\/10.1145\/3696427.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0631\u0648\u062f\u0631\u064a\u063a\u064a\u0632\u060c \u0648\u062f\u064a\u0641\u064a\u062f\u060c \u0648\u0633\u0627\u0631\u0629 \u0644\u064a\u060c \u0648\u062c\u0648\u0634\u0648\u0627 \u0648\u064a\u0644\u0633\u0648\u0646\u060c \u0648\u0633\u0627\u062f\u064a\u0633 \u0628\u064a\u0644\u0648. <\/span><i><span style=\"font-weight: 400;\">AI-\u062a\u062f\u0642\u064a\u0642 IAM \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 AI \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062d\u0631\u062c\u0629<\/span><\/i><span style=\"font-weight: 400;\">. 18 \u0623\u0628\u0631\u064a\u0644 2025.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u0628\u064a\u0639\u060c \u0641\u064a\u0644\u064a\u0643\u0633. \"\u062a\u0637\u0648\u064a\u0631 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0647\u0648\u064a\u0629 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0627\u0630\u0629: \u062f\u0631\u0627\u0633\u0629 \u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0644\u0625\u062b\u0628\u0627\u062a \u0627\u0644\u0645\u0641\u0647\u0648\u0645\". 2024.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">Xu, Shengzhe, Manish Marwah, Martin Arlitt, and Naren Ramakrishnan. \"STAN: \u062a\u0648\u0644\u064a\u062f \u062d\u0631\u0643\u0629 \u0645\u0631\u0648\u0631 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629\". arXiv:2009.12740. \u0637\u0628\u0627\u0639\u0629 \u0645\u0633\u0628\u0642\u0629\u060c arXiv\u060c 3 \u0623\u063a\u0633\u0637\u0633 2021. https:\/\/doi.org\/10.48550\/arXiv.2009.12740.\u00a0<\/span><\/a><\/p><p><a href=\"https:\/\/www.zotero.org\/google-docs\/?R4KN1l\"><span style=\"font-weight: 400;\">\u064a\u0627\u0646\u063a \u0648\u0632\u064a\u0643\u064a \u0648\u0632\u064a\u0646\u0643\u0627\u064a \u0644\u064a\u0627\u0646\u063a. \"\u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0645\u0646 \u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0636\u0645\u0646\u064a\u0629\". <\/span><i><span style=\"font-weight: 400;\">\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a<\/span><\/i><span style=\"font-weight: 400;\"> 1\u060c \u0631\u0642\u0645 1 (2018): 13. https:\/\/doi.org\/10.1186\/s42400-018-0011-x.<\/span><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-04c0475 e-flex e-con-boxed e-con e-parent\" data-id=\"04c0475\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-84feb62 elementor-widget elementor-widget-html\" data-id=\"84feb62\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<script>\n\/\/ Script to handle click simulation based on class-to-ID matching\ndocument.addEventListener('DOMContentLoaded', function() {\n    \/\/ Add click event listener to the document (event delegation)\n    document.addEventListener('click', function(event) {\n        let currentElement = event.target;\n        \n        \/\/ Traverse up the DOM tree to find an element with a class matching an ID\n        while (currentElement && currentElement !== document.body) {\n            \/\/ Get all classes from the current element\n            const classes = currentElement.classList;\n            \n            \/\/ Check each class to see if there's a matching ID element\n            for (let className of classes) {\n                \/\/ Check if an element exists with an ID matching this class\n                const matchingElement = document.getElementById(className);\n                \n                if (matchingElement) {\n                    \/\/ Find the tab-activator container\n                    const tabActivator = document.getElementById('tab-activator');\n                    \n                    if (tabActivator) {\n                        \/\/ Scroll to the tab-activator container smoothly\n                        tabActivator.scrollIntoView({ \n                            behavior: 'smooth', \n                            block: 'start' \n                        });\n                        \n                        \/\/ Wait a bit for scroll to complete, then simulate click\n                        setTimeout(function() {\n                            \/\/ Simulate click on the element with ID matching the class\n                            if (matchingElement) {\n                                matchingElement.click();\n                            }\n                        }, 300); \/\/ Small delay to allow scroll to complete\n                    } else {\n                        \/\/ If tab-activator doesn't exist, just click the matching element\n                        matchingElement.click();\n                    }\n                    \n                    \/\/ Only process the first matching class to avoid multiple clicks\n                    return;\n                }\n            }\n            \n            \/\/ Move up to the 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