Provably Tightest Linear Approximation for Robustness Verification of Sigmoid-like Neural Networks

Zhaodi Zhang, Yiting Wu, Si Liu, Jing Liu, Min Zhang. Provably Tightest Linear Approximation for Robustness Verification of Sigmoid-like Neural Networks. In 37th IEEE/ACM International Conference on Automated Software Engineering, ASE 2022, Rochester, MI, USA, October 10-14, 2022. ACM, 2022. [doi]

Abstract

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