FaceReclaim: Deep Traceability of Face-Swapped Images Through Feature Decoupling

Summary

FaceReclaim is a diffusion-based framework that tries to restore the original face hidden inside a face-swapped deepfake image, a task the authors call Traceability of Face-swapping Deepfake (TFD). It reformulates TFD as image-to-image editing and uses Multi-Scale Face Attribute Decoupling and Multi-Modal Face Identity Prompting as dual conditioning. The authors report that synthetic faces retain subtle traces of the original face, and they evaluate restoration both visually and through face verification.

Topics

• Deepfakes and impersonation

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