Wouldn't be that expensive. It's easier to detect fakes than it is to make them. These programs already do exist. Also, right now everyone can make "deep fakes". If you got a good GPU and some open source software + some days to let it calculate everything, you are good to go.
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as long as it's more expensive to create fakes than to detect them, then we're quite safe