I find the more concerning thing is not that people will believe that a fake is real, it's more that they won't believe something real is real anymore.
Already nowadays the whole thing about fake news and alternative facts has segments of the population flat out not believing the truth. This may very well be greatly exacerbated in the future where, regardless of the amount of evidence you bring, people will just disregard it as fake.