GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks

Bang Wu, He Zhang, Xiangwen Yang +4

The emergence of Graph Neural Networks (GNNs) in graph data analysis and their deployment on Machine Learning as a Service platforms have raised critical concerns about data misuse…