Deepfake generally refers to images on videos in which the face and/or voice of a person, usually a public figure has been manipulated using artificial intelligence software to generate visual and audio content with a high potential to deceive. Deepfakes are a source of concern because they are created to be intentionally misleading, such as by making it look like a politician said something they didn’t, or making it appear like a celebrity was in a video they weren’t in.
Everyone from academic and industrial researchers to amateur enthusiasts, visual effects studios and porn producers. Governments might be dabbling in the technology, too, as part of their online strategies to discredit and disrupt extremist groups, or make contact with targeted individuals, for example.
It is hard to make a good deepfake on a standard computer. Most are created on high-end desktops with powerful graphics cards or better still with computing power in the cloud. This reduces the processing time from days and weeks to hours. But it takes expertise, too, not least to touch up completed videos to reduce flicker and other visual defects. That said, plenty of tools are now available to help people make deepfakes. Several companies will make them for you and do all the processing in the cloud. There’s even a mobile phone app, Zao, that lets users add their faces to a list of TV and movie characters on which the system has trained.
Picture Credit : Google