CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks

Yifan Duan, Guibin Zhang, Shilong Wang +6

Credit card fraud poses a significant threat to the economy. While Graph Neural Network (GNN)-based fraud detection methods perform well, they often overlook the causal effect of a…