Unveiling the Role of Message Passing in Dual-Privacy Preservation on GNNs

Tianyi Zhao, Hui Hu, Lu Cheng

Graph Neural Networks (GNNs) are powerful tools for learning representations on graphs, such as social networks. However, their vulnerability to privacy inference attacks restricts…