TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense

Cheng Liu, Xiaolei Liu, Xingyu Li +2

Existing jailbreak defense paradigms primarily rely on static detection of prompts, outputs, or internal states, often neglecting the dynamic evolution of risk during decoding. Thi…