Shonda Bernadin

Privacy-Preserving Diffusion Against Identity Inference Attack via Semantic Destruction Recovery and Segmentation

Facial image generation or generative editing using diffusion models presents risks of identity leakage, potentially enabling unauthorized re-identification in forensic and content moderation applications. Diffusion editing is vulnerable to privacy-preserving facial identity obfuscation through diffusion-based semantic...