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CrossDF: improving cross-domain deepfake detection with deep information decomposition

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Deepfake technology represents a serious risk to safety and public confidence. While current detection approaches perform well in identifying manipulations within datasets that utilize identical deepfake methods for both training and validation, they experienc... ...