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Deepfake Detection Dataset Aims to Keep Up With Generative AI

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Abstract photo collage of flawed imagery, such as a human hand with two thumbs.

The May issue of IEEE Spectrum is here!

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The MNW benchmark pulls from more sources and will be updated regularly. This article is part of their exclusive IEEE Journal Watch series in partnership with IEEE Xplore. With the rise of AI-generated content online, it’s becoming more difficult—and more important—to help the public identify whether an image, audio clip or video is real or fake. The researchers describe their new dataset, called the Microsoft-Northwestern-Witness (MNW) deepfake detection benchmark, in a study published 10 April in IEEE Intelligent Systems. Thomas Roca is a principal research scientist at Microsoft who researches security around generative AI.

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