SAR: Sharpness-Aware minimization for enhancing DNNs' Robustness against bit-flip errors

Changbao Zhou, Jiawei Du, Ming Yan, Hengshan Yue, Xiaohui Wei, Joey Tianyi Zhou

Abstract: Highlights•The first work to uncover the DNNs’ intrinsic robustness against bit-flip errors.•The first work to adopt Sharpness-Aware Minimization to resist bit-flip errors.•A valuable and lightweight framework for security-critical scenarios.