Spectra: Multi-Scale Implicit Decomposition for Deepfake Detection.

arXiv:2610.31979v1 Announce Type: cross 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 o