Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks

Khondoker Murad Hossain, Tim Oates 0001. Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks. In Gabriel Pedroza, Xiaowei Huang 0001, Xin Cynthia Chen, Andreas Theodorou, José Hernández-Orallo, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 13-14, 2023. Volume 3381 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Abstract

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