MANATEE: Inference-Time Lightweight Diffusion Based Safety Defense for LLMs. - Chun Yan Ryan Kan; Tommy Tran; Vedant Yadav; Ava Cai; Kevin Zhu; Ruizhe Li; Maheep Chaudhary (CoRR, 2026)