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An Agentic ENF Framework for Forensic Video Authentication Against Generative AI

Wyton, Ryan et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitioncryptography-and-securityi-4-9i-5-4multimediasignal-processing
Generative models now synthesise video that is hard to distinguish from genuine footage, and learned detectors that key on a generator's artefacts degrade sharply on unseen models. This paper develops a forensic framework that authenticates video by a signal that generation does not control: the ele
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