Deepfake Detection Based on Incompatibility Between Multiple Modes

We propose a multi-modal detection for deepfake videos, called the Incompatibility Between Multiple Modes (IBMM) detection. The detection algorithm can detect whether the video is real or fake, and may be embedded in the monitoring equipment in the future. The model adopts EfficientNet and simple 3D-CNN, and it identifies deepfake videos through three modes. In the facial motion mode and lip motio...