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Deepfake is a technique that uses artificial intelligence (AI) to create realistic fake videos or images. The term "deepfake" is derived from "deep learning" and "fake." Deep learning is a subset of AI that involves training neural networks to learn and recognize patterns from large amounts of data.
With deepfake technology, it is possible to manipulate digital media to make it appear as if someone is saying or doing something that they never actually did. This is accomplished by training a deep learning model on a large dataset of images or videos of the target person and then using the model to generate new images or videos that look and sound like the target.