How can you detect a deepfake?

Two broad categories of technology exist for spotting deepfakes One method for identifying deepfakes involves feeding a machine learning model lots and lots of deepfakes and real content so it can learn to spot the differences between them. 

Semantic analysis looks at the content and context of the image using the same machine vision techniques that help artificial intelligence systems recognize apples or books in a picture.

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