MAI-2023-0010

Large Language Models LLMs that incorporate alignment techniques are susceptible to "jailbreak" attacks. The AutoDAN methodology facilitates the automatic creation of semantically coherent prompts that circumvent safety mechanisms, inducing aligned LLMs to produce malicious outputs. Unlike previo...

MAI-2024-0013

Large Language Models LLMs are susceptible to jailbreak attacks facilitated by autonomously discovered strategies. The AutoDAN-Turbo method exemplifies a black-box attack approach capable of identifying novel and highly effective jailbreak strategies without human intervention. This method achiev...