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Physiological Signals as a Forensic Modality for Talking-Face Deepfake Detection

arXiv cs.LG · 2026-07-27 Cached

Proposes using remote photoplethysmography (rPPG) waveforms to detect talking-face deepfakes, achieving AUC of 0.806 on the Celeb-DF++ TF subset, competitive with the best general-purpose detectors.

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