another-move-in-the-deepfake-creation/detection-arms-race

Deepfakes are now replicating heartbeats

To summarize

  • Recent studies indicate that high-fidelity deepfakes inadvertently preserve the heartbeat patterns from their original videos, compromising conventional detection techniques that depended on identifying subtle changes in skin color associated with heartbeats.
  • The belief that deepfakes do not exhibit physiological cues, such as heart rate, is no longer accurate. This poses a challenge to numerous current detection systems, which may require substantial overhauls to adapt to the advancing technology.
  • To successfully pinpoint high-quality deepfakes, scientists propose shifting the emphasis from merely identifying heart rate signals to examining how blood circulation is distributed across various facial areas, offering a more precise detection methodology.

Consequently, the AI models will start to replicate that.


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