Enhancing Trust in Deepfake Detection: An Explainable Hybrid Framework Using Dual Behavioral and Contextual Cues
Face-swapping and lip-sync manipulation tools have become easily available to the extent that identifying the difference between a fake video and a real one is no longer an easy task to a trained human analyst. We developed a three-branch architectural model, which includes EfficientNetB0 as a frame level spatial featu...