Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing

Jinwen He, Kai Chen, Guozhu Meng, Jiangshan Zhang, Congyi Li. Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing. In Weizhi Meng 0001, Christian Damsgaard Jensen, Cas Cremers, Engin Kirda, editors, Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023. pages 431-445, ACM, 2023. [doi]

Abstract

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