Narla Nithin Kumar

A Federated WGAN-Transformer Framework for Privacy-Preserving Financial Risk Prediction and Legal Compliance Automation

The imbalance in loan records, the absence of data sharing opportunities, and the increased privacy regulations are becoming more problematic in terms of helping the financial institutions to assess credit risk. The paper presents a federated learning model that allows different institutions to create a common predicti...