INSUBCONTINENT EXCLUSIVE:
Image copyrightAdobeImage caption
Adobe's tool looks for clues such as noise inconsistencies
The company
behind the photo-editing program Photoshop says it has developed a tool that can detect if an image has been tampered with.Vlad Morarium, an
Adobe researcher, employed artificial intelligence to scan for signs of manipulation that are not usually visible to the naked eye.The AI
could tell if an element had been added, moved or cut from a photo.But the company warned that no piece of technology could provide a
foolproof verification system.Photoshop, which was created 28 years ago, is a powerful image editor, and its name has become a verb for
image manipulation.Image copyrightCVPRImage caption
Adobe's algorithm can detect unusual RGB (red, green, blue) values
and noise streams
Existing verification tools can scan an image file's metadata - which contains information on when and
where a photo was taken - for signs of mischief, and look for things like inconsistent lighting.But such tests are easily defeated.Mr
Morarium, who spent 14 years researching ways to spot image manipulation, taught an artificial intelligence network to recognise signs of
colour change and noise inconsistencies in tens of thousands of pictures.The initial study focused on three common manipulation
techniques:splicing, where parts of two different images are combinedcopy-move, where objects in a photograph are moved or cloned from one
place to anotherremoval, where an object is removed from a photograph, and filled in"Each of these techniques tend to leave certain
artefacts, such as strong contrast edges, deliberately smoothed areas, or different noise patterns," he notes.Mr Morarium, whose research
was carried out in conjunction with the US government agency Darpa, said the algorithm might also detect differences in illumination and
unusual compression in the future.He added that Adobe, which brought image manipulation capabilities to the masses, was "uniquely
positioned" to create tools to determine authenticity.One expert said the core techniques in Adobe and Darpa's research have been widely
known for nearly 20 years, but the use of machine learning might help reveal tampering that is not immediately apparent
Yet Hany Farid, a professor of computer science at Dartmouth College in New Hampshire, warned that no artificial intelligence solution would
"These machine-based techniques can just as easily be turned against themselves [to] easily modify fake content to bypass forensic
