The Model's Tell: Measuring Context-Leakage Attack Signals with Behavior Gauges

Maosen Zhang, Jianshuo Dong, Boting Lu +5

LLMs increasingly rely on external contexts, such as pre-defined system prompts or retrieved documents, to improve generation quality. However, processing these contexts alongside…