Early-Warning Mechanism
A state-centric prediction layer that analyzes historical lookback data to identify accounts likely to participate in future fraud.
Source: UPI Fraud Shield: Real-Time Explainable Financial Fraud Detection and Proactive Early Warning Using Graph Neural Networks (Academic research) · p.3
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