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How LinkedIn Uses AI to Detect Deepfakes in Profile Pictures

  • LinkedIn has developed an AI-powered system to detect deepfake profile pictures.
  • They trained a deep learning model, EfficientNet-B1, on a diverse dataset of real profile pictures and AI-generated images.
  • The model was able to accurately distinguish between real and AI-generated images, achieving a true positive rate of 98% with minimal false positives.
  • This solution demonstrates the potential of deep learning in ensuring user authenticity on social media platforms.

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