A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy

Enyan Dai, Limeng Cui, Zhengyang Wang +5

Graph Neural Networks (GNNs) have achieved great success in modeling graph-structured data. However, recent works show that GNNs are vulnerable to adversarial attacks which can foo…