Adobe is using machine learning to make it easier to spot Photoshopped images

guest · Jun 22, 2018

Adobe is using machine learning to make it easier to spot Photoshopped images
New research uses AI to automate traditional digital forensics
June 22, 2018
https://www.theverge.com/2018/6/22/...-fakes-edit-spotted-using-machine-learning-ai

Speaking to The Verge, a spokesperson for the company said that this was an “early-stage research project,” but in the future, the company wants to play a role in “developing technology that helps monitor and verify authenticity of digital media.”

[...] image manipulation: splicing, where two parts of different images are combined; cloning, where objects within an image are copy and pasted; and removal, when an object is edited out altogether.
To spot this sort of tampering, digital forensics experts typically look for clues in hidden layers of the image. When these sorts of edits are made, they leave behind digital artifacts, like inconsistencies in the random variations in color and brightness created by image sensors (also known as image noise)

[...] However, the research has no direct application in spotting deepfakes, a new breed of edited videos created using artificial intelligence.

“The benefit of these new ML approaches is that they hold the potential to discover artifacts that are not obvious and not previously known,” digital forensics expert Hany Farid told The Verge.
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Adobe is using machine learning to make it easier to spot Photoshopped images

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