We've had digital and video manipulation for years, it leaves behind pixelated artifacts though and can be spotted (E.g. see captain disillusion on youtube).

But yes there's going to be a big market for tracking fake data sources in the future. We're already seeing tools to track fake twitter accounts, fake instagram followers, fake amazon purchase reviews, this is an ongoing trend.