Detecting and Designing Deepfakes

The word deepfake is compound and comes from deep learning and fake. Deep learning is a sophisticated AI-based technique that uses layered machine learning algorithms to extract increasingly complex features from raw input data. Previously, this technology was owned only by specialists, but now it is available to the general public. There are programs and applications for the phone that can use the achievements of artificial intelligence and neural networks. Since such a network constantly checks the generated samples against the original training set, the fake images look more and more…