FinCrime & Cybersecurity Summit NYC-4th Edition

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Key Differences in Validating Fraud Detection vs. AML Models

19 Nov 2024
Main Stage
Main Stage
  • Customer Type: Money launderers are typically internal customers with legitimate accounts, while fraudsters are often external actors. 

  • Time Horizon: Money launderers take a long-term approach, blending illicit funds gradually, whereas fraudsters act quickly exploiting short-term opportunities. 

  • Monitoring Focus: AML systems monitor long-term behavior patterns, while fraud systems prioritize rapid detection of specific events. 

  • Validation Approach: These differences require distinct validation methods, each demanding a unique thought process and focus. 

Speakers
Chandrakant Maheshwari , FVP, Lead Model Validator - Flagstar Bank