A Dual-Path Generative Framework for Zero-Day Fraud Detection in Banking Systems

Nasim Abdirahman Ismail, Enis Karaarslan

High-frequency banking environments face a critical trade-off between low-latency fraud detection and the regulatory explainability demanded by GDPR. Traditional rule-based and dis…