Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability

Shojiro Yamabe, Jun Sakuma

Diffusion language models (DLMs) generate tokens in parallel through iterative denoising, which can reduce latency and enable bidirectional conditioning. However, the safety risks…