ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees

Sina Sajadmanesh, Daniel Gatica-Perez

Graph Neural Networks (GNNs) have become a popular tool for learning on graphs, but their widespread use raises privacy concerns as graph data can contain personal or sensitive inf…