fraud data analytics methodology the fraud scenar aud Data Analytics Despite its advantages, implementing fraud analytics faces several challenges: Challenges Data privacy and security concerns Imbalanced datasets (few fraud cases vs. legitimate transactions) Evolving fraud tactics False positives leading to customer di L Lillian Nienow Jun 3, 2026