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Seung-hyeok Back

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Conference Open access Sep 2026

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

This work proposes a robust, generalizable proactive face-swapping defense via semantic gradient divergence (SGD-Guard), and introduces an integrated feature gallery that uses CLIP features and a generalized identity feature, obtained by iteratively refining heterogeneous identity features into a homogeneous representa...

Seung-hyeok Back, Do Hyun Ki, Juwan Kim et al. · 0 citations

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