Adversarial-Resilience Assurance for Mobile Security Systems is coming at 03/06/2018 - 9:00am
KEC 1007 Tue, 03/06/2018 - 9:00am Wei Yang PhD candidate, University of Illinois at Urbana-Champaign Abstract: For too long, researchers have often tackled security in an attack-driven, ad hoc, and reactionary manner with large manual efforts devoted by security analysts. In order to make substantial progress in security, I advocate to shift such manner to be systematic, intelligent, and adversarial resilient. Over the course of my Ph.D. research, I have developed software engineering techniques to automate decision makings in security systems, and built defenses and testing methodologies to guard against emerging attacks specifically adversarial to these newly-proposed techniques. In this talk, I will first highlight one of these systems for mobile security: AppContext, a malware detection system extracting execution contexts of an app’s security-sensitive behaviors through program analysis. Then I will show how an adaptive adversary can attack these systems and how we can generate adversarial inputs ahead of time for testing and further strengthening these systems. I will conclude by discussing how future research efforts can leverage the interplay among software engineering, security, and AI techniques toward a defense-driven security ecosystem. Bio: Read more: http://eecs.oregonstate.edu/colloquium/adversarial-resilience-assurance-... [1] [1] http://eecs.oregonstate.edu/colloquium/adversarial-resilience-assurance-mobile-security-systems
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