3 accepted papers
Face retouching requires removing subtle imperfections while preserving unique facial identity features, in order to enhance overall aesthetic appeal. However, existing methods suffer from a fundamental trade-off. Supervised learning on labeled data is constrained to pixel-level label mimicry, faili
Latent Diffusion Models (LDMs) enable fine-tuning with only a few images and have become widely used on the Internet. However, it can also be misused to generate fake images, leading to privacy violations and social risks. Existing adversarial attack methods primarily introduce noise distortions to…
DeepFakes pose a significant threat to individual reputations and society as a whole. Existing proactive defense strategies concentrate on adding adversarial perturbations to images to disrupt or nullify the generation of DeepFakes, but these approaches are easily detectable by human perception and…