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Spectra: Multi-Scale Implicit Decomposition for Deepfake Detection

arXiv:2610.31979v1 Announce Type: new Abstract: Deepfakes increasingly undermine trust in digital media, yet existing detectors often struggle to generalize across unseen manipulation techniques, compression levels, and dataset shifts. Most approaches rely on RGB appearance, frequency-domain artifa…

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  1. 2026-10-26 04:00 · arXiv cs.CV
    Spectra: Multi-Scale Implicit Decomposition for Deepfake Detection

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