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Deepfakes a portmanteau of " deep learning " and "fake" [1] are synthetic media [2] in which a person in an existing image or video is replaced with someone else's likeness.

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While the act of faking content is not new, deepfakes leverage powerful techniques from machine learning and artificial intelligence to manipulate or generate visual and audio content with a high potential to deceive. Deepfakes have garnered widespread attention for their uses in celebrity pornographic videosrevenge pornfake newshoaxesand financial fraud.

Photo manipulation was developed in the 19th century and soon applied to motion pictures. Technology steadily improved during the 20th century, and more quickly with digital video.

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Deepfake technology has been developed by researchers at academic institutions beginning in the s, and later by amateurs in online communities. Academic research related to deepfakes lies predominantly within the field of computer visiona subfield of computer science.

Contemporary academic projects have focused on creating more realistic videos and on improving techniques. In Augustresearchers at the University of California, Berkeley published a paper introducing a fake dancing app that can create the impression of masterful dancing ability using AI. Researchers have also shown that deepfakes are expanding into other domains such as tampering medical imagery. The result was so Beeing that it fooled three radiologists and a state-of-the-art lung cancer detection AI. To demonstrate the threat, the authors successfully performed the attack on a hospital in a white hat penetration test.

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A survey of deepfakes, published in Mayprovides a timeline of how the creation and detection deepfakes have advanced over the last few years. Overall, Deepfakes are expected to have several implications in media and society, media production, media representations, media audiences, gender, law, and regulation, and politics.

The term deepfakes originated around Rfality end of from a Reddit user named "deepfakes".

In Januarya proprietary desktop application called FakeApp was launched. Larger companies are also starting to use deepfakes.

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Audio deepfakes, and AI software capable of detecting deepfakes and cloning human voices after 5 seconds of listening time also exist. It was the first app for the creation of celebrity deepfake videos Moddels mobile phones. Deepfakes technology can not only be used to fabricate messages and actions of others, but it can also be used to revive individuals who have passed away.

On 29 OctoberKim Kardashian posted a video of her late father Robert Kardashian ; the face in the video of Robert Kardashian was created with deepfake technogy.]