133 citations · 465 across the 67 of their papers we have counts for
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cs.CL2023
Alert-ME: An Explainability-Driven Defense Against Adversarial Examples in Transformer-Based Text Classification
Bushra Sabir, Yansong Gao, Alsharif Abuadbba +1
Transformer-based text classifiers such as BERT, RoBERTa, T5, and GPT have shown strong performance in natural language processing tasks but remain vulnerable to adversarial exampl…
cs.CL2021★ 6 cited
Token-Modification Adversarial Attacks for Natural Language Processing: A Survey
Tom Roth, Yansong Gao, Alsharif Abuadbba +2
Many adversarial attacks target natural language processing systems, most of which succeed through modifying the individual tokens of a document. Despite the apparent uniqueness of…