- a fake, digitally manipulated video or audio file produced by using deep learning, an advanced type of machine learning, and typically featuring a person’s likeness and voice in a situation that did not actually occur: Pornographic deepfakes have caused real harm to women whose faces have been superimposed over those of porn actresses.