{"id":243887,"date":"2026-03-01T00:00:00","date_gmt":"2026-03-01T00:00:00","guid":{"rendered":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/?publications=ai-in-cybersecurity-education-scalable-agentic-ctf-design-principles-and-educational-outcomes"},"modified":"2026-03-01T00:00:00","modified_gmt":"2026-03-01T00:00:00","slug":"ai-in-cybersecurity-education-scalable-agentic-ctf-design-principles-and-educational-outcomes","status":"publish","type":"publications","link":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/?publications=ai-in-cybersecurity-education-scalable-agentic-ctf-design-principles-and-educational-outcomes","title":{"rendered":"AI In Cybersecurity Education: Scalable Agentic CTF Design Principles and Educational Outcomes"},"content":{"rendered":"<p>Authors: H. Xi, M. Shao, K. Milner, V.S.C. Putrevu, N. Rani, M. Udeshi, P. Krishnamurthy, B. Dolan-Gavitt, S. Garg, S.K. Shukla, F. Khorrami, A. Hillel-Tuch, M. Shafique, R. Karri<\/p>\n<p><em>arXiv preprint arXiv:2603.21551; Mar. 2026<\/em><\/p>\n<div class=\"pub-meta\">\n  <span class=\"pub-badge badge-preprint\">Preprint<\/span><br \/>\n  <a href=\"https:\/\/arxiv.org\/pdf\/2603.21551.pdf\" target=\"_blank\">View Paper \u2197<\/a>\n<\/div>\n","protected":false},"featured_media":0,"template":"","categories":[1],"pub-type":[],"research-area":[],"pub-year":[29],"class_list":["post-243887","publications","type-publications","status-publish","hentry","category-uncategorized","pub-year-29"],"_links":{"self":[{"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=\/wp\/v2\/publications\/243887","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=\/wp\/v2\/publications"}],"about":[{"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=\/wp\/v2\/types\/publications"}],"wp:attachment":[{"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=243887"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=243887"},{"taxonomy":"pub-type","embeddable":true,"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=%2Fwp%2Fv2%2Fpub-type&post=243887"},{"taxonomy":"research-area","embeddable":true,"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=%2Fwp%2Fv2%2Fresearch-area&post=243887"},{"taxonomy":"pub-year","embeddable":true,"href":"https:\/\/sites.nyuad.nyu.edu\/ccs-ad\/index.php?rest_route=%2Fwp%2Fv2%2Fpub-year&post=243887"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}