Mitigating Explanation Leakage in Financial Fraud Detection Systems

Muhammad Waleed Gul, Elaheh Homayounvala

Financial fraud detection relies heavily on centralized machine learning models. This creates serious data privacy risks. Federated Learning (FL) decentralizes data processing, but…