EMShepherd: Detecting Adversarial Samples via Side-channel Leakage

Ruyi Ding, Cheng Gongye, Siyue Wang, A. Adam Ding, Yunsi Fei. EMShepherd: Detecting Adversarial Samples via Side-channel Leakage. In Joseph K. Liu, Yang Xiang 0001, Surya Nepal, Gene Tsudik, editors, Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, ASIA CCS 2023, Melbourne, VIC, Australia, July 10-14, 2023. pages 300-313, ACM, 2023. [doi]

Abstract

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