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.
Deep person generation: A survey from the perspective of face, pose, and cloth synthesis.ACM Computing Surveys, 55(12):1–37, 2023
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.