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How AI Image Detection Works: Artifacts, Frequency Analysis and C2PA

This story is from 2026-10-26. It is preserved in the archive; the latest stories are on the live feed.

"Is this image real?" used to be a question for photo editors. Now it's a question for every platform that accepts uploads, from marketplaces and dating apps to newsrooms and KYC flows. In this post we'll look at how AI image detection works in practice: the pixel and frequency artifacts that class…

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  1. 2026-10-26 14:00 · DEV Community — Machine Learning
    How AI Image Detection Works: Artifacts, Frequency Analysis and C2PA

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