The following experiments were used to carry out for human evaluations of original recorded videos and deepfake videos derived from them. Three real-time deepfake generators were used to simulate how a human could evaluate a potential imposter in a live interaction, doing the prescribed challenges.
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Preview the whole experiment as it actually ran for participants, except the enforced waiting.
Lower parts are individual components used for this experiment.
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Participants were familiarized with deepfake artifacts they might encounter and had to pass this quiz scoring atleast 6 out of 10.
We have removed the wait times wherever enforced.
Gorilla Open Materials Attribution-NonCommerical Research-Only
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Each video evaluation included 4 responses -- Compliance to a challenge, Realism of the video, Identification of the artifacts, and their Localization.
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