Beyond Over-Refusal: Defending Indirect Prompt Injection via Latent Instruction Manifolds

Jiahao Chen, Rui Yin, Xinfeng Li +6

Large Language Models (LLMs) have been integrated into complex ecosystems (e.g., Code Agents), while Indirect Prompt Injection (IPI) attacks have emerged as critical barriers to th…