Detecting textual adversarial examples through randomized substitution and vote

Xiaosen Wang, Yifeng Xiong, Kun He 0001. Detecting textual adversarial examples through randomized substitution and vote. In James Cussens, Kun Zhang 0001, editors, Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. Volume 180 of Proceedings of Machine Learning Research, pages 2056-2065, PMLR, 2022. [doi]

Abstract

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