Jia-Yue Tang

Cross-agency financial fraud detection based on federated graph neural networks and privacy protection

This method constructs individual financial graphs using accounts, invoices, devices, terminals, and transaction relationships, and employs federated secure aggregation for joint modeling across organizations to address the discretization, isolation, and privacy protection issues in cross-organizational financial fraud...