"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution

Yuyou Gan, Yuhao Mao, Xuhong Zhang 0005, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang 0006. "Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. In Heng Yin, Angelos Stavrou, Cas Cremers, Elaine Shi, editors, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022. pages 1157-1171, ACM, 2022. [doi]

Abstract

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