MANATEE: Inference-Time Lightweight Diffusion Based Safety Defense for LLMs

Chun Yan Ryan Kan, Tommy Tran, Vedant Yadav +4

Defending LLMs against adversarial jailbreak attacks remains an open challenge. Existing defenses rely on binary classifiers that fail when adversarial input falls outside the lear…