Detecting DeepFakes

The paper “FaceForensics++: Learning to Detect Manipulated Facial Images” show that the use of additional domain specific knowledge improves forgery detection to unprecedented accuracy, even in the presence of strong compression, and clearly outperforms human observers.

FaceForensics video dataset consisting of more than 500,000 frames containing faces from 1004 videos.