Detect Fakes

  1. The face. High-end DeepFake manipulations are almost always facial transformations. 
  2. The cheeks and forehead. Does the skin appear too smooth or too wrinkly? Is the agedness of the skin similar to the agedness of the hair and eyes? DeepFakes may be incongruent on some dimensions.
  3. The eyes and eyebrows. Do shadows appear in places that you would expect? DeepFakes may fail to fully represent the natural physics of a scene. 
  4. The glasses. Is there any glare? Is there too much glare? Does the angle of the glare change when the person moves? Once again, DeepFakes may fail to fully represent the natural physics of lighting.
  5. The facial hair or lack thereof. Does this facial hair look real? DeepFakes might add or remove a mustache, sideburns, or beard. But, DeepFakes may fail to make facial hair transformations fully natural.
  6. Facial moles.  Does the mole look real? 
  7. Blinking. Does the person blink enough or too much? 
  8. The lip movements. Some deepfakes are based on lip syncing. Do the lip movements look natural?


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