MIT Technology Review August 7, 2018 The tools for catching deepfakes were developed through a program run by DARPA, called Media Forensics. Video trickery involves using a machine-learning technique known as generative modeling. The DARPA challenges are exploring similar tricks for automatically catching deepfakes: strange head movements, odd eye color, and so on. The arrival of these forensics tools may simply signal the beginning of an AI-powered arms race between video forgers and digital sleuths. A key problem is that machine-learning systems can be trained to outmaneuver forensics tools… read more.