{"id":1622,"date":"2025-01-31T22:41:57","date_gmt":"2025-02-01T05:41:57","guid":{"rendered":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/?p=1622"},"modified":"2025-01-31T22:42:01","modified_gmt":"2025-02-01T05:42:01","slug":"ai-in-threat-detection-for-private-data-breaches-case-study-real-world-applications-of-ai-in-threat-detection","status":"publish","type":"post","link":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/2025\/01\/31\/ai-in-threat-detection-for-private-data-breaches-case-study-real-world-applications-of-ai-in-threat-detection\/","title":{"rendered":"AI in Threat Detection for Private Data Breaches : Case Study: Real-World Applications of AI in Threat Detection\u00a0"},"content":{"rendered":"\n<p class=\"has-white-background-color has-background has-normal-font-size wp-block-paragraph\">In today\u2019s digital age where private data breaches pose significant risks to individuals and organizations alike, the role of Artificial Intelligence (AI) in safeguarding sensitive information has grown significantly. This project provides an overview of how AI identifies, mitigates, and responds to data breach threats more effectively than traditional methods. It will also provide real-world case studies to showcase the successes and limitations of AI in private data management. By emphasizing the significance of employing AI for protecting sensitive information, the project will equip students with a balanced perspective on AI&#8217;s potential and its challenges in cybersecurity.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-light-gray-background-color has-background has-normal-font-size\">Group Members<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cynthia Omajugho\u202f\u00a0<\/li>\n\n\n\n<li>John Kofi Broni\u202f\u00a0<\/li>\n\n\n\n<li>Mohammed Abdallah Idrisu\u202f\u00a0<\/li>\n\n\n\n<li>Dag-Emmanuel Ankrah\u00a0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading has-light-gray-background-color has-background has-normal-font-size\">Teaching Aide<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-content\/uploads\/sites\/119\/2025\/01\/Group-7-Project.pptx\">https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-content\/uploads\/sites\/119\/2025\/01\/Group-7-Project.pptx<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-light-gray-background-color has-background has-normal-font-size\">Walkthrough video<\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-embed-handler wp-block-embed-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<div style=\"width: 640px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-1622-1\" width=\"640\" height=\"360\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-content\/uploads\/sites\/119\/2025\/01\/final-walkthrough-video.mp4?_=1\" \/><a href=\"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-content\/uploads\/sites\/119\/2025\/01\/final-walkthrough-video.mp4\">https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-content\/uploads\/sites\/119\/2025\/01\/final-walkthrough-video.mp4<\/a><\/video><\/div>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-light-gray-background-color has-background has-normal-font-size\">Discussion question<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Would you trust AI to manage your private data? Why or why not?\u00a0<\/li>\n\n\n\n<li>Which type of machine learning is primarily used for detecting unknown threats without predefined categories?\u00a0<\/li>\n\n\n\n<li>How does AI threat detection system compare to traditional rule-based security systems?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In today\u2019s digital age where private data breaches pose significant risks to individuals and organizations alike, the role of Artificial Intelligence (AI) in safeguarding sensitive information has grown significantly. This project provides an overview of how AI identifies, mitigates, and responds to data breach threats more effectively than traditional methods. It will also provide real-world &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/2025\/01\/31\/ai-in-threat-detection-for-private-data-breaches-case-study-real-world-applications-of-ai-in-threat-detection\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;AI in Threat Detection for Private Data Breaches : Case Study: Real-World Applications of AI in Threat Detection\u00a0&#8220;<\/span><\/a><\/p>\n","protected":false},"author":690,"featured_media":1636,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1622","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","entry"],"featured_image_src":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-content\/uploads\/sites\/119\/2025\/01\/AI.jpg","featured_image_src_square":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-content\/uploads\/sites\/119\/2025\/01\/AI.jpg","author_info":{"display_name":"Mohammed Idrisu","author_link":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/author\/mohammed-idrisu\/"},"_links":{"self":[{"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/posts\/1622","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/users\/690"}],"replies":[{"embeddable":true,"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/comments?post=1622"}],"version-history":[{"count":2,"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/posts\/1622\/revisions"}],"predecessor-version":[{"id":1642,"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/posts\/1622\/revisions\/1642"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/media\/1636"}],"wp:attachment":[{"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/media?parent=1622"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/categories?post=1622"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wpsites.ucalgary.ca\/jacobson-cpsc\/wp-json\/wp\/v2\/tags?post=1622"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}