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ENF-Based Forensic Framework for Authenticating Video Against AI Generation
- Engineer — Learn: Novel forensic technique using electric network frequency (ENF) consistency as an authenticity signal — relevant for engineers building video verification pipelines or media-integrity tooling. No immediate patch or config change needed.
- SOC/IR — Learn: The finding that ENF-band flicker appears in AI-generated video at similar prominence to real footage is a useful calibration point for analysts handling deepfake evidence in investigations; yields no detection rule or IOC today.
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