@inproceedings{xu-etal-2026-staying, title = "Staying on Task: Defending Against Prompt Injection via Task Consistency Checking", author = "Xu, Feiyue and Mu, Jiaming and Li, Fengting and Zhu, Bin Benjamin and Hu, Hongsheng and Liu, Qiankun and Wang, Shuo and He, Chaoxiang and Feng, Chao", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2303/", pages = "52349--52375", ISBN = "979-8-89176-459-0" }