Matteo Polsinelli

LOKI: Dual Domain Perturbation Network for Deepfake Detector Evasion

Deepfake forensic detectors have achieved remarkable performance on pristine synthetic images by exploiting spatial artifacts and frequency-domain inconsistencies. Yet, their reliability degrades substantially under realistic post-processing operations, such as compression, resizing and blurring, which are ubiquitous i...