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GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis

Yueqi Xie, Minghong Fang, Renjie Pi, Neil Gong 0001. GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis. In Lun-Wei Ku, Andre Martins, Vivek Srikumar, editors, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024. pages 507-518, Association for Computational Linguistics, 2024. [doi]

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