@inproceedings{yan-etal-2026-evo, title = "Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on {LLM}-{MAS}", author = "Yan, Bingyu and Zhang, Xiaoming and Hou, JinYu and Li, Chaozhuo and Zhou, Ziyi and Hei, Yiming and Zhang, Litian", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.330/", pages = "7286--7300", ISBN = "979-8-89176-390-6" }