Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translation

Qizhang Li, Xiaochen Yang, Wangmeng Zuo +1

Automatic adversarial prompt generation provides remarkable success in jailbreaking safely-aligned large language models (LLMs). Existing gradient-based attacks, while demonstratin…