Xian-Fei Cai

Suit the Remedy to the Case: Precise Backdoor Elimination for Text-to-Image Diffusion Models via Model Editing

With the widespread adoption of Text-to-Image (T2I) Diffusion Models (DMs) across various applications, their security has attracted increasing attention. In particular, these models are highly vulnerable to backdoor attacks, where adversaries implant hidden triggers during training to manipulate model outputs at infer...