{"id":85,"date":"2024-10-24T09:36:30","date_gmt":"2024-10-24T09:36:30","guid":{"rendered":"https:\/\/vis-malai.cs.universityofgalway.ie\/?page_id=85"},"modified":"2024-11-20T13:18:47","modified_gmt":"2024-11-20T13:18:47","slug":"ontology","status":"publish","type":"page","link":"https:\/\/vis-malai.cs.universityofgalway.ie\/index.php\/ontology\/","title":{"rendered":"Ontology"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"85\" class=\"elementor elementor-85\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-5f4ef9d1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f4ef9d1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5f090781\" data-id=\"5f090781\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-26f378fd animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"26f378fd\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">STRUCTURING CYBERSECURITY<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e496cd7 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"6e496cd7\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:300}\" 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\">Malware Ontology<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-320865fc animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"320865fc\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:400}\" 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>Malware ontology provides a structured framework to categorize, analyze, and understand malware. It organizes malware types, attributes, and behaviors into a systematic hierarchy, enabling consistent communication and deeper insights across the cybersecurity community. By creating relationships between malware characteristics and attack vectors, our ontology enhances:<\/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-68189f61 elementor-position-left elementor-vertical-align-middle animated-fast bdt-icon-type-icon bdt-icon-effect-none elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"68189f61\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tThreat Analysis\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69648a13 elementor-position-left elementor-vertical-align-middle animated-fast bdt-icon-type-icon bdt-icon-effect-none elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"69648a13\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tImproves Detection Strategies\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-290ca47e elementor-position-left elementor-vertical-align-middle animated-fast bdt-icon-type-icon bdt-icon-effect-none elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"290ca47e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tSupports AI-Driven Solutions\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39eacbd elementor-position-left elementor-vertical-align-middle animated-fast bdt-icon-type-icon bdt-icon-effect-none elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"39eacbd\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tActs as a Knowledge Base \t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7faf144a animated-fast elementor-invisible elementor-widget elementor-widget-button\" data-id=\"7faf144a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:700}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/vis-malai.cs.universityofgalway.ie\/index.php\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get started<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-670f7f9a animated-fast elementor-invisible\" data-id=\"670f7f9a\" data-element_type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5df0c6d6 elementor-widget__width-initial elementor-widget-mobile__width-inherit bdt-icon-type-icon elementor-position-top bdt-icon-effect-none elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"5df0c6d6\" data-element_type=\"widget\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-network-wired\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M640 264v-16c0-8.84-7.16-16-16-16H344v-40h72c17.67 0 32-14.33 32-32V32c0-17.67-14.33-32-32-32H224c-17.67 0-32 14.33-32 32v128c0 17.67 14.33 32 32 32h72v40H16c-8.84 0-16 7.16-16 16v16c0 8.84 7.16 16 16 16h104v40H64c-17.67 0-32 14.33-32 32v128c0 17.67 14.33 32 32 32h160c17.67 0 32-14.33 32-32V352c0-17.67-14.33-32-32-32h-56v-40h304v40h-56c-17.67 0-32 14.33-32 32v128c0 17.67 14.33 32 32 32h160c17.67 0 32-14.33 32-32V352c0-17.67-14.33-32-32-32h-56v-40h104c8.84 0 16-7.16 16-16zM256 128V64h128v64H256zm-64 320H96v-64h96v64zm352 0h-96v-64h96v64z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tUnified Framework\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>Establishes a common language for describing malware<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d78c526 elementor-widget__width-initial elementor-widget-mobile__width-inherit bdt-icon-type-icon elementor-position-top bdt-icon-effect-none elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"7d78c526\" data-element_type=\"widget\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chart-area\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 384c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H12c-6.6 0-12-5.4-12-12V76c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v308h436zM372.7 159.5L288 216l-85.3-113.7c-5.1-6.8-15.5-6.3-19.9 1L96 248v104h384l-89.9-187.8c-3.2-6.5-11.4-8.7-17.4-4.7z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tImproved Analysis\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>Enables efficient threat classification and behavior prediction<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21875c8e elementor-widget__width-initial elementor-widget-mobile__width-inherit bdt-icon-type-icon elementor-position-top bdt-icon-effect-none elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"21875c8e\" data-element_type=\"widget\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ti ti-layers\"><\/i>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tAI Integration\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>Enhances machine learning models with structured knowledge<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-212f0930 elementor-widget__width-initial elementor-widget-mobile__width-inherit bdt-icon-type-icon elementor-position-top bdt-icon-effect-none elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"212f0930\" data-element_type=\"widget\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-language\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M152.1 236.2c-3.5-12.1-7.8-33.2-7.8-33.2h-.5s-4.3 21.1-7.8 33.2l-11.1 37.5H163zM616 96H336v320h280c13.3 0 24-10.7 24-24V120c0-13.3-10.7-24-24-24zm-24 120c0 6.6-5.4 12-12 12h-11.4c-6.9 23.6-21.7 47.4-42.7 69.9 8.4 6.4 17.1 12.5 26.1 18 5.5 3.4 7.3 10.5 4.1 16.2l-7.9 13.9c-3.4 5.9-10.9 7.8-16.7 4.3-12.6-7.8-24.5-16.1-35.4-24.9-10.9 8.7-22.7 17.1-35.4 24.9-5.8 3.5-13.3 1.6-16.7-4.3l-7.9-13.9c-3.2-5.6-1.4-12.8 4.2-16.2 9.3-5.7 18-11.7 26.1-18-7.9-8.4-14.9-17-21-25.7-4-5.7-2.2-13.6 3.7-17.1l6.5-3.9 7.3-4.3c5.4-3.2 12.4-1.7 16 3.4 5 7 10.8 14 17.4 20.9 13.5-14.2 23.8-28.9 30-43.2H412c-6.6 0-12-5.4-12-12v-16c0-6.6 5.4-12 12-12h64v-16c0-6.6 5.4-12 12-12h16c6.6 0 12 5.4 12 12v16h64c6.6 0 12 5.4 12 12zM0 120v272c0 13.3 10.7 24 24 24h280V96H24c-13.3 0-24 10.7-24 24zm58.9 216.1L116.4 167c1.7-4.9 6.2-8.1 11.4-8.1h32.5c5.1 0 9.7 3.3 11.4 8.1l57.5 169.1c2.6 7.8-3.1 15.9-11.4 15.9h-22.9a12 12 0 0 1-11.5-8.6l-9.4-31.9h-60.2l-9.1 31.8c-1.5 5.1-6.2 8.7-11.5 8.7H70.3c-8.2 0-14-8.1-11.4-15.9z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tScalable Knowledge Base\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p>Adapts to the constantly changing landscape of cyber threats<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\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<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-45f005e6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"45f005e6\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-31861c03 animated-fast elementor-invisible\" data-id=\"31861c03\" data-element_type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5bcbd2c5 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"5bcbd2c5\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">TOOL AND TECHNOLOGIES<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37ec3014 elementor-widget elementor-widget-heading\" data-id=\"37ec3014\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Building a robust malware ontology involves leveraging specialized tools and technologies to ensure a comprehensive and scalable framework.<\/h3>\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-64e3612d\" data-id=\"64e3612d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-647be10c elementor-position-left animated-fast bdt-icon-type-icon elementor-vertical-align-top bdt-icon-effect-none elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"647be10c\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:150}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-building\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M128 148v-40c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12zm140 12h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm-128 96h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm128 0h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm-76 84v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12h40c6.6 0 12-5.4 12-12zm76 12h40c6.6 0 12-5.4 12-12v-40c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v40c0 6.6 5.4 12 12 12zm180 124v36H0v-36c0-6.6 5.4-12 12-12h19.5V24c0-13.3 10.7-24 24-24h337c13.3 0 24 10.7 24 24v440H436c6.6 0 12 5.4 12 12zM79.5 463H192v-67c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v67h112.5V49L80 48l-.5 415z\"><\/path><\/svg>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tOntology Development Platforms\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p><strong>Prot\u00e9g\u00e9: <\/strong>A widely used open-source tool for creating, managing, and visualizing ontologies.<\/p><p><strong>OWL (Web Ontology Language): <\/strong>A semantic web language for defining and representing ontologies.<\/p><p>\u00a0<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-51a35af5\" data-id=\"51a35af5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6349b30d elementor-position-left animated-fast bdt-icon-type-icon elementor-vertical-align-top bdt-icon-effect-none elementor-invisible elementor-widget elementor-widget-bdt-advanced-icon-box\" data-id=\"6349b30d\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:150}\" data-widget_type=\"bdt-advanced-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-icon\">\n\t\t\t\t<span class=\"bdt-ep-advanced-icon-box-icon-wrap\">\n\n\n\t\t\t\t\t\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ti ti-reload\"><\/i>\n\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\n\t\t\t<div class=\"bdt-ep-advanced-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<h4 class=\"bdt-ep-advanced-icon-box-title ep-title-\">\n\t\t\t\t<span >\n\t\t\t\t\tKnowledge Representation and Modeling\t\t\t\t<\/span>\n\t\t\t<\/h4>\n\t\t\n\n\t\t\n\t\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"bdt-ep-advanced-icon-box-description\">\n\t\t\t\t\t\t<p><strong>RDF (Resource Description Framework): <\/strong>Used for representing malware relationships and data in a structured, machine-readable format.<\/p><p><strong>SPARQL: <\/strong>A query language for extracting and analyzing data from the ontology.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\n\t\t\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<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>STRUCTURING CYBERSECURITY Malware Ontology Malware ontology provides a structured framework to categorize, analyze, and understand malware. It organizes malware types, attributes, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"class_list":["post-85","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ontology - PLVME-AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/vis-malai.cs.universityofgalway.ie\/index.php\/ontology\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ontology - PLVME-AI\" \/>\n<meta property=\"og:description\" content=\"STRUCTURING CYBERSECURITY Malware Ontology Malware ontology provides a structured framework to categorize, analyze, and understand malware. 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