@inproceedings{yan-etal-2025-confusion, title = "Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of {LLM}s", author = "Yan, Yu and Sun, Sheng and Wang, Zhe and Lin, Yijun and Duan, Zenghao and Zheng, Zhifei and Liu, Min and Yin, Zhiyi and Zhang, Jianping", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.92/", doi = "10.18653/v1/2025.findings-emnlp.92", pages = "1751--1767", ISBN = "979-8-89176-335-7" }