Diffusion-Guided Adversarial Perturbation Injection for Generalizable Defense Against Facial Manipulations

Yue Li, Linying Xue, Kaiqing Lin +5

Recent advances in GAN and diffusion models have significantly improved the realism and controllability of facial deepfake manipulation, raising serious concerns regarding privacy,…