AI good at spotting a deepfake video

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Budiey via Flickr CC-BY-NC
Budiey via Flickr CC-BY-NC

Artificial intelligence is now able to create incredibly convincing "deepfake" videos, which have been used to fool people online into thinking a politician or celebrity has said or done something they haven't. To help people sort the misinformation from the truth, researchers created a computational model that can be trained on video footage to recognise someone's distinctive facial, gestural, and vocal mannerisms. They tested the model on deepfake videos of Ukrainian President Volodymyr Zelenskyy, and they found it had a 99.9% reporting accuracy.

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From: PNAS

Distinguishing authentic videos from deep fakes

Researchers developed a computational model that can be trained on video footage to capture an individual’s distinctive facial, gestural, and vocal mannerisms. The authors note that the model can be used to distinguish authentic videos of individuals from videos of impersonators or AI-synthesized deep fakes. The authors report a 99.9% performance accuracy rate for the computational model using a case study of Ukrainian President Volodymyr Zelenskyy. The results could be adapted to help protect world leaders from the increasing use of deep fake videos in disinformation campaigns, according to the authors.

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PNAS
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Organisation/s: University of California, Berkeley, USA; Gymnasium of Johannes Kepler, Czech Republic
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