@inproceedings{ma-etal-2026-thrd, title = "{THRD}:A Training-Free Multi-Turn Defense Framework for Jailbreak Attacks on Large Language Models", author = "ma, Zhiqing and Xu, Zhonghao and Yu, Dong and Kang, Chen and Li, Changliang and Liu, Pengyuan", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1657/", doi = "10.18653/2026.findings-emnlp.1657", pages = "35313--35337", ISBN = "979-8-89176-462-0" }