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Deepfakes Now Mimic Heartbeats, Defeating Key Detection Method

New research reveals that advanced deepfakes can replicate realistic pulse signals, rendering remote photoplethysmography-based detectors ineffective.

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AI deepfake cyborg robot
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Overview

  • A study led by Humboldt University researchers demonstrates that state-of-the-art deepfakes now feature realistic global heartbeats, validated against ECG benchmarks.
  • Deepfakes can either inherit pulse signals from original driving videos or have them deliberately embedded, complicating detection efforts.
  • Remote photoplethysmography (rPPP), a detection method relying on subtle facial color changes to estimate pulse, can no longer reliably distinguish deepfakes from authentic videos.
  • Researchers suggest shifting detection strategies to track localized blood-flow variations across the face, which current deepfakes fail to replicate accurately.
  • Experts warn that increasingly convincing deepfakes heighten risks of misinformation, digital trust erosion, and malicious misuse in political and social contexts.