Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models

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Authors: Liang Lin, Miao Yu, Moayad Aloqaily, Zhenhong Zhou, Kun Wang, Linsey Xiaolin Pang, P. Mehrotra, Qingsong Wen
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Abstract

Liang Lin, Miao Yu, Moayad Aloqaily, Zhenhong Zhou, Kun Wang, Linsey Pang, Prakhar Mehrotra, Qingsong Wen. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Fields of Study & Subjects

Adversarial Robustness in Machine Learning Topic Modeling Explainable Artificial Intelligence (XAI)

Publication details

Pages
20105–20123
Publication date
1 January 2026
Language
EN