Adaptive Attacks Break Defenses Against LLM Jailbreaking

Jingwei Yi, Yueqi Xie, Bin Zhu, Keegan Hines, Emre Kiciman, Guangzhong Sun, Xing Xie, Fangzhao Wu

Abstract

Shows that adaptive adversaries can bypass most proposed jailbreak defenses, highlighting the arms race between attacks and defenses.

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@article{llmsec202400060,
  title = {Adaptive Attacks Break Defenses Against LLM Jailbreaking},
  author = {Jingwei Yi and Yueqi Xie and Bin Zhu and Keegan Hines and Emre Kiciman and Guangzhong Sun and Xing Xie and Fangzhao Wu},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2404.02151},
}