Begun, the deepfake wars have. As usage grows of FakeApp -- the software that makes it comparatively easy to create "deepfaked" face-swapped videos -- a couple of researchers have decided to fight fire with fire. So they trained a deep-learning neural net on tons of examples of deepfaked videos, and produced a model that's better than any previous automated technique at spotting hoaxery.