@inproceedings{cheng-etal-2025-pbi, title = "{PBI}-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization", author = "Cheng, Ruoxi and Ding, Yizhong and Cao, Shuirong and Duan, Ranjie and Jia, Xiaoshuang and Yuan, Shaowei and Wang, Zhiqiang and Jia, Xiaojun", editor = "Cao, Trista and Das, Anubrata and Kumarage, Tharindu and Wan, Yixin and Krishna, Satyapriya and Mehrabi, Ninareh and Dhamala, Jwala and Ramakrishna, Anil and Galystan, Aram and Kumar, Anoop and Gupta, Rahul and Chang, Kai-Wei", booktitle = "Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)", month = may, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/Author-page-Marten-During-lu/2025.trustnlp-main.3/", pages = "23--40", ISBN = "979-8-89176-233-6" }