Deepfakes are AI-generated videos, images, or audio recordings that use ML algorithms to create fake content. The term "deepfake" is a combination of "deep learning" and "fake." These algorithms can analyze and learn from vast amounts of data, allowing them to generate realistic content that can be difficult to distinguish from reality.