Convergent Privacy Framework for Multi-layer GNNs through Contractive Message Passing

Yu Zheng, Chenang Li, Zhou Li +1

Differential privacy (DP) has been integrated into graph neural networks (GNNs) to protect sensitive structural information, e.g., edges, nodes, and associated features across vari…