Deepfakes (portmanteau of "deep learning" and "fake" ) are synthetic media that have been digitally manipulated to replace one person's likeness convincingly with that of another. While the act of creating fake content is not new, deepfakes leverage powerful techniques from machine learning and artificial intelligence to manipulate or generate visual and audio content that can more e…