@article{looptrapterminationpoisoningattacksonllm, title = {LoopTrap: Termination Poisoning Attacks on LLM Agents}, author = {Huiyu Xu and Zhibo Wang and Wenhui Zhang and Ziqi Zhu and Yaopeng Wang and Kui Ren and Chun Chen}, year = {2026}, eprint = {2605.05846}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.05846}, }