Deepfake has emerged for several years, yet efficient detection techniques
could generalize over different manipulation methods require further research.
While current image-level detection method fails to generalize to unseen
domains, owing to the domain-shift phenomenon brought by CNN's strong inductive
bias towards Deepfake texture, video-level one shows