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thunlp / TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense
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Added survey paper and word level attacks. #29

Closed bksaini078 closed 2 years ago

bksaini078 commented 2 years ago

Added survey paper Token-Modification Adversarial Attacks for Natural Language Processing: A Survey.Tom Roth, Yansong Gao, Alsharif Abuadbba, Surya Nepal, Wei Liu. arXiv 2021. [pdf] A survey on Adversarial Attacks and Defenses in Text. Wenqi Wang, Lina Wang, Benxiao Tang, Run Wang, Aoshuang Ye. arXiv 2020. [pdf] Adversarial Attacks and Defense on Texts: A Survey. Aminul Huq, Mst. Tasnim Pervin. arXiv 2020. [pdf]

And, Word level attack Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT. Lichao Sun∗ , Kazuma Hashimoto, Wenpeng Yin,Akari Asai, Jia Li, Philip Yu and Caiming Xiong. arXiv 2020. score [pdf]

yangalan123 commented 2 years ago

closed this PR due to a long-time no response. Please re-open when needed.