Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution
Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun
Abstract
Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.
Topics & Concepts
BackdoorSubstitution (logic)Computer scienceLock (firearm)Word (group theory)Computational linguisticsNatural language processingArtificial intelligenceLinguisticsHistoryProgramming languagePhilosophyComputer securityArchaeologyTopic ModelingHate Speech and Cyberbullying DetectionAdversarial Robustness in Machine Learning