AI-Powered Fraud

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  "summary": "Comprehensive reference on AI-enabled fraud covering technical pipelines, case studies, and countermeasures, anchored by FBI IC3 2024 data (\\$16.6B total reported losses, +33% YoY); critically notes that AI-specific share of losses is not disaggregated in official statistics and removes unverified projections. Detection technology shows severe generalization gaps (~50% AUC drop on real-world deepfakes vs. benchmarks), with human detection barely above chance (~55-60%).",
  "description": "AI enables automated fraud at scale through voice cloning, personalized phishing, and deepfake video calls. FBI-reported losses reached \\$16.6B in 2024, a 33% increase from 2023.",
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