Certified Robustness to Word Substitution Attack with Differential Privacy

Wenjie Wang, Pengfei Tang, Jian Lou 0001, Li Xiong 0001. Certified Robustness to Word Substitution Attack with Differential Privacy. In Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty 0002, Yichao Zhou, editors, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. pages 1102-1112, Association for Computational Linguistics, 2021. [doi]

Abstract

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