Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution

Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu 0001, Maosong Sun. Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. In Chengqing Zong, Fei Xia, Wenjie Li 0002, Roberto Navigli, editors, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021. pages 4873-4883, Association for Computational Linguistics, 2021. [doi]

Abstract

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