SEAL changes 5% of face pixels to block diffusion identity cloning
On CelebA-HQ and VGGFace2, protected images stay above 41 dB PSNR while identity similarity falls to at most 0.15.
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Stories tagged #identity-protection
Integrated identity protection for semantic communications in embodied IoT
A dual-branch mechanism protects source identity in semantic communications for embodied IoT systems against active impersonation and passive inference.
No Way To Steal My Face: Proactive Defense Against Identity-Preserving Personalized Generation
IDGuardian uses adversarial perturbations to stop diffusion models from preserving a person's face in generated images.