DeepFake is an artificial intelligence technique that makes it possible to create fake videos or images in a very realistic way using deep learning algorithms. This falsified content can be used to create hoaxes, misinformation or even defamation.
For more details, here is a short podcast (in french) on the subject : La minute IA – Le Deep Fake