This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models

Patrick Tinsley, Adam Czajka, Patrick Flynn

Generative adversarial networks (GANs) are able to generate high resolution photo-realistic images of objects that "do not exist." These synthetic images are rather difficult to de…