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Tamer Aldwairi

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Preprint Jul 2026

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

A detection framework is proposed that extracts per-video rPPG wave- forms via RhythmFormer and trains a suite of lightweight classifiers to distinguish real from synthesized physiologi- cal signals and shows that detec- tion difficulty is strongly method-dependent.

Othmane Harraq, Tamer Aldwairi · 0 citations