Detecting Unseen Jailbreak Sources: A Multi-Source Conformal Detection Perspective

Xunlei Qian, Yingqian Cui, Yuping Lin +2

Jailbreak defenses for large language models are usually calibrated on a fixed set of known attack methods. However, new attack methods keep appearing after deployment, and existin…