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Re:Ctrl Shift Face: A growing ‘deepfakes’ YouTube channel by bufferoverflow on Thursday May 30, 2019 @10:04AM (#20051198)
That wouldn't stop from someone filming a fake video.
Re:Ctrl Shift Face: A growing ‘deepfakes’ YouTube channel by duxup on Thursday May 30, 2019 @11:53AM (#20052445)
It wouldn't, but it is a pretty big hurdle to stage a whole thing for an actual camera.

What you describe has always been possible, but it seems rare.