Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus

William Fleshman, Edward Raff, Richard Zak, Mark McLean, Charles Nicholas. Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus. In Joseph B. Collins, Prithviraj Dasgupta, Ranjeev Mittu, editors, Proceedings of the AAAI Symposium on Adversary-Aware Learning Techniques and Trends in Cybersecurity (ALEC 2018) co-located with the Association for the Advancement of Artificial Intelligence 2018 Fall Symposium Series (AAAI-FSS 2018), Arlington, Virginia, USA, October 18-20, 2018. Volume 2269 of CEUR Workshop Proceedings, pages 3-10, CEUR-WS.org, 2018. [doi]

Abstract

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