From Classical ML to DNNs and GNNs for Real-Time Financial Fraud Detection

Financial transaction fraud is a pervasive problem costing institutions and customers billions annually. This survey reviews the current state-of-the-art in real-time transaction fraud detection, spanning both academic research and industry adopted solutions.