Deepfake detection refers to the process of identifying and analyzing digital media—such as videos, images, or audio—that have been manipulated using artificial intelligence or machine learning techniques to make them appear real when they are actually fake. Detection methods often involve analyzing patterns, inconsistencies, or artifacts in the content that reveal signs of tampering or synthetic generation.