Deepfakes are synthetic media, primarily video or audio, that replace a person's face or voice with another's. This technology utilizes deep learning and artificial intelligence (AI) to create convincing and often realistic content. The term "deepfake" is derived from "deep learning," a subset of machine learning, and "fake."