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.
Fabsoften: Face beautification via dynamic skin smoothing, guided feathering, and texture restoration
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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.