Backdoors Against Natural Language Processing: A Review

Shaofeng Li,Tian Dong,Benjamin Zi Hao Zhao,Minhui Xue,Suguo Du,Haojin Zhu

IEEE Security & Privacy（2022）

引用 3|浏览43

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摘要

Data poisoning attacks, specifically backdoor attacks, present a severe security threat in artificial intelligence. We provide a comprehensive survey into state-of-the-art backdoor attacks and defenses in the field of natural language processing.

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关键词

Transformers, Natural language processing, History, Pipelines, Tokenization, Recurrent neural networks, Internet

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