LoopTrap: Termination Poisoning Attacks on LLM Agents
概要
arXiv:2605.05846v1 Announce Type: cross Abstract: Modern LLM agents solve complex tasks by operating in iterative execution loops, where they repeatedly reason, act, and self-evaluate progress to determine when a task is complete. In this work, we show that while this self-directed loop facilitates…