@article{coopguardstatefulcooperativeagentssafegu, title = {CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks}, author = {Siyuan Li and Zehao Liu and Xi Lin and Qinghua Mao and Yuliang Chen and Haoyu Li and Jun Wu and Jianhua Li and Xiu Su}, year = {2026}, eprint = {2604.04060}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.04060}, }