@inproceedings{li-etal-2025-1, title = "1-2-3 Check: Enhancing Contextual Privacy in {LLM} via Multi-Agent Reasoning", author = "Li, Wenkai and Sun, Liwen and Guan, Zhenxiang and Zhou, Xuhui and Sap, Maarten", editor = "Novikova, Jekaterina", booktitle = "Proceedings of the The First Workshop on LLM Security (LLMSEC)", month = aug, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/transition-to-people-yaml/2025.llmsec-1.9/", pages = "115--128", ISBN = "979-8-89176-279-4" }