@article{lingoloopattacktrappingmllmsvia, title = {LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops}, author = {Jiyuan Fu and Kaixun Jiang and Lingyi Hong and Jinglun Li and Haijing Guo and Dingkang Yang and Zhaoyu Chen and Wenqiang Zhang}, year = {2025}, eprint = {2506.14493}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.14493v1}, }