You Can't Eat Your Cake and Have It Too: The Performance Degradation of LLMs with Jailbreak Defense.

@inproceedings{mai-2025-cant, author = {Wuyuao Mai and Geng Hong and Pei Chen and Xudong Pan and Baojun Liu and Yuan Zhang and Haixin Duan and Min Yang}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{You Can't Eat Your Cake and Have It Too: The Performance Degradation of LLMs with Jailbreak Defense}}, booktitle = {{Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025}}, pages = {872--883}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3696410.3714632}, doi = {https://doi.org/10.1145/3696410.3714632} }