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20232026
most citedINK: Inheritable Natural Backdoor Attack Against Model Distillation

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cs.CR2026

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…