Billions of dollars might not be enough... I don't really see ways of detecting sufficiently realistic fake videos. The best we could do might be to find the original unaltered video, given that we have access to such video (which is unlikely if the fake video is meant to be an attack). Even then, it's not sufficient evidence to say the new one is fake (one can argue that the original is fake).
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