Shabopp/FraudDetectionUsingGAN
AI-powered fraud detection and prevention system using GANs and Random Forest for secure digital transactions.
Uses GANs to generate balanced synthetic transaction datasets addressing class imbalance, then trains Random Forest classifiers on augmented data for 95% fraud detection accuracy. Integrates Firebase for transaction storage and real-time alerts, with a React frontend featuring Google Sign-In authentication and responsive dashboards, backed by Flask APIs serving pre-trained models for instant fraud predictions on payment systems like UPI.
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Dec 22, 2024
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