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GitHub - natanielruiz/disrupting-deepfakes: Disrupting Deepfakes: Adversarial Attacks on Conditional Image Translation Networks

Official PyTorch implementation of Disrupting Deepfakes . This repository contains code for adversarial attacks (disruptions) for (conditional) image translation networks. The StarGAN, GANimation, pix2pixHD and CycleGAN networks are included - and the attacks can be adapted to any image translation network. We include adaptations of FGSM, I-FGSM and PGD attacks. We also include our class transferable attacks, adversarial training for image translation networks and spread-spectrum evasion of blur defenses.