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SR 11-7 Model Risk Management Framework for Foundation Model Deployments in Banking

Banks face complex validation challenges applying SR 11-7 model risk management to foundation models like GPT-4 and Claude, as traditional frameworks struggle with black-box AI systems.

Dr. Patrick Fisher, PhD ยท April 22, 2026
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Differential Privacy in Real-Time Transaction Scoring: Engineering Trade-offs for Production Systems

Engineering differential privacy for real-time transaction scoring requires balancing privacy budgets, managing composition challenges, and preserving fraud signals under noise injection.

Dr. Patrick Fisher, PhD ยท April 22, 2026
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Federated Learning for Cross-Institution Fraud Detection: Secure Aggregation Without Data Exposure

Banks can collaborate on fraud signals using federated learning and secure aggregation protocols while maintaining FATF compliance and customer privacy protection.

Dr. Patrick Fisher, PhD ยท April 22, 2026
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