Multisemantic Path Neural Network for Deepfake Detection

Figure 7

Training set, test set, and output feature maps. Red boxes indicate differences between real and fake images. It can be seen that the real image with higher brightness is concentrated in the center of the feature map, while the forged image with higher brightness is concentrated in the lower part of the feature map.