Deepfake Detection

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  "summary": "Comprehensive analysis of deepfake detection showing best commercial detectors achieve 78-87% in-the-wild accuracy vs 96%+ in controlled settings, with Deepfake-Eval-2024 benchmark revealing 45-50% performance drops on real-world content. Human detection averages 55.5% (meta-analysis of 56 papers). Market size \\$114M-1.5B (2024) growing at 35-48% CAGR. DARPA SemaFor concluded 2024; C2PA content authentication becoming ISO standard 2025. Detection lags generation by 6-18 months, making complementary authentication and literacy approaches essential.",
  "description": "Technical detection of AI-generated synthetic media faces fundamental limitations.",
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      "text": "55.5%",
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      "text": "average cost of \\$500,000 per incident",
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