Face enhancement filters and GAN beautification can act as anti-forensic attacks, raising deepfake detector misclassification of fake frames to as high as 87% in some settings.
Restricted black-box adversarial attack against deepfake face swapping.IEEE Transactions on Information F orensics and Security, 18:2596–2608, 2023
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Realism to Deception: Investigating Deepfake Detectors Against Face Enhancement
Face enhancement filters and GAN beautification can act as anti-forensic attacks, raising deepfake detector misclassification of fake frames to as high as 87% in some settings.