Juwan Kim

Robust, Generalizable Proactive Face-swapping Defense via Semantic Gradient Divergence

The rapid progress of identity-feature-based face-swapping technology has raised concerns about impersonation and privacy violations. Although proactive defenses aim to block identity extraction at the source, existing methods suffer from perceptible visual artifacts, poor generalization across dive