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Diverse misinformation: impacts of human biases on detection of deepfakes on networks

  • Researchers from Humboldt University published a 2023 study showing that advanced deepfake videos can mimic realistic heartbeat signals in manipulated faces.
  • This development results from increasingly sophisticated AI techniques that transfer subtle skin color changes, undermining previous detection methods based on pulse analysis.
  • The study demonstrated that current deepfake detectors wrongly identified these videos as authentic because the fake heartbeat can be either intentionally added or inherited from real footage.
  • Professor Peter Eisert noted that the latest advanced deepfake videos may include lifelike heartbeats and subtle variations in facial coloration, making detection significantly more challenging.
  • These findings indicate that deepfake detection must evolve beyond relying on pulses, as undetectable fakes pose new risks of exploitation by malicious actors.
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Talker broke the news in on Wednesday, April 30, 2025.
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