It takes an AI to catch and AI.
As it turns out, it takes an AI to catch an AI, and thankfully Intel has been working on just the thing. The company has been working on efforts as part of its Responsible AI work, and has developed what Intel has dubbed the FakeCatcher. This is tech specifically designed to detect fake videos like deepfakes, and it can reportedly do so within milliseconds with a 96% accuracy rate.
Intel explains a lot of other tools attempting to detect deepfakes try to analyse the raw data in the files, while FakeCatcher has been trained with deep learning techniques to detect what a real human looks like in videos. This means it's been trained to look for all the little things that makes people real. Subtle things like noticing blood flow in pixels of a video, which apparently the deepfakes are yet to master.
FakeCatcher is set to work on a web-based platform that will hopefully allow anyone to have access to the tech. On the back-end it uses Intel's 3rd Gen Xeon scalable processors combined with a bunch of proprietary software to make the required computations. If you want to learn more about Intel's FakeCatcher, check out the video at the top of the article. Demir will also be hosting a Twitter Spaces event at 11:30 am PST on Nov 16 where she will further go into the technology used. That's if
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