CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation

Yuxuan Du, Zhendong Wang, Yuhao Luo +4

The rapid emergence of multimodal deepfakes (visual and auditory content are manipulated in concert) undermines the reliability of existing detectors that rely solely on modality-s…