@inproceedings{liu-etal-2025-dualguard, title = "{D}ual{G}uard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based {LLM} Fine-Tuning", author = "Liu, Zihan and Wang, Yizhen and Wang, Rui and Wu, Sai", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.835/", pages = "17065--17080", ISBN = "979-8-89176-251-0" }