Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks

Jiazhu Dai, Yubing Lu

Graph neural networks (GNNs) are widely used for graph-structured data but are vulnerable to membership inference attacks (MIAs) in graph classification tasks, which determine if a…