Safe to Check, Unsafe to Use: Relinking at the Compression Boundary of LLM Agents

Zesen Liu, Zihan Zhang, Dongdong She

Summarization-based prompt compression is increasingly used by LLM agents to shorten long, distributed contexts, but it shifts the security boundary: filters inspect the pre-compre…