InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models

Hao Li, Xiaogeng Liu

Prompt injection attacks pose a critical threat to large language models (LLMs), enabling goal hijacking and data leakage. Prompt guard models, though effective in defense, suffer…