@article{unlockingadversarialsuffixoptimization, title = {Unlocking Adversarial Suffix Optimization Without Affirmative Phrases: Efficient Black-box Jailbreaking via LLM as Optimizer}, author = {Weipeng Jiang and Zhenting Wang and Juan Zhai and Shiqing Ma and Zhengyu Zhao and Chao Shen}, year = {2024}, eprint = {2408.11313}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2408.11313v1}, }