Diffusion LLMs as Targets and Adversaries: Mechanistic Safety Exploits

Elena Dumitrescu, Gert Lek, Lydia Y. Chen +1

Diffusion Large Language Models (DLLMs) replace autoregressive next-token prediction with iterative parallel denoising, yet their internal safety mechanisms remain poorly understoo…