Where You Inject Matters: The Trust Region Effect in LLM Agents.

arXiv:2610.38867v1 Announce Type: new Abstract: LLM agents are increasingly adopted in long-horizon tasks and interact with diverse external environments. Despite their growing capabilities, these agents remain vulnerable to real-world attacks such as indirect