How can I detect if an image was photoshopped?
Error Level Analysis as described Error Level Analysis, found at https://github.com/afsalashyana/FakeImageDetection seems to be one seems to be one way:

You exploit that local compression ratios might be different. And it seems to be possible to train neural networks on it.

I didn't find a paper which says how well this works so far