{"id":"2602.00388","title":"A Fragile Guardrail: Diffusion LLM's Safety Blessing and Its Failure Mode","url":"https://codeofpaper.com/paper/2602.00388","arxiv_url":"https://arxiv.org/abs/2602.00388","published":"2026-01-30","code":"none","best":null,"most_starred_community":null,"implementations":[],"possible_matches":1}