{"id":4840,"global_id":"www.pnw.edu\/college-of-engineering-sciences?id=4840","global_id_lineage":["www.pnw.edu\/college-of-engineering-sciences?id=4840"],"author":"242","status":"publish","date":"2025-11-12 16:32:56","date_utc":"2025-11-12 22:32:56","modified":"2025-11-12 16:36:15","modified_utc":"2025-11-12 22:36:15","url":"https:\/\/www.pnw.edu\/event\/towards-robust-secure-ai-agents-in-open-world-with-professor-shafkat-islam\/","rest_url":"https:\/\/www.pnw.edu\/college-of-engineering-sciences\/wp-json\/tribe\/events\/v1\/events\/4840","title":"&#8220;Towards Robust &amp; Secure AI Agents in Open-World&#8221; with Professor Shafkat Islam","description":"<p class=\"h4\" style=\"text-transform: none;\">Computer Science and CIVS Distinguished Speaker Seminar<\/p>\n<p>Ensuring secure and robust AI agents in open-world environments is vital to counter emerging cyber threats. This talk presents three research directions:<\/p>\n<ol>\n<li>an environment-agnostic, evidence-based framework for assessing AI robustness,<\/li>\n<li>analysis and defense against triggerless backdoor attacks in federated learning, and<\/li>\n<li>orchestration and monitoring strategies for resilient, fault-tolerant computation in heterogeneous platforms.<\/li>\n<\/ol>\n<h2 class=\"headline\" style=\"text-transform: none;\">Meet the Speaker<\/h2>\n<p class=\"h4\" style=\"text-transform: none;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-95575 alignleft\" src=\"https:\/\/www.pnw.edu\/wp-content\/uploads\/2025\/09\/IslamShafkat5P7A7323.jpg\" alt=\"Shafkat Islam\" width=\"235\" height=\"234\" \/><a href=\"https:\/\/www.pnw.edu\/people\/shafkat-islam-ph-d\/\">Shafkat Islam<\/a><\/p>\n<p class=\"subhead\">Assistant Professor of Computer Science<\/p>\n<p>Shafkat Islam is an assistant professor and the director of the Trustworthy, Robust &amp; Secure Intelligent 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