SRAP combines per-channel truncated SVD and an identity-importance mask to make PGD perturbations for face-swap defense more imperceptible while retaining competitive identity disruption.
Faceshield: Defending facial image against deepfake threats
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SRAP: SVD-Refined Adversarial Perturbations for Imperceptible Face-Swap Defense
SRAP combines per-channel truncated SVD and an identity-importance mask to make PGD perturbations for face-swap defense more imperceptible while retaining competitive identity disruption.