Bayesian Membership Privacy for Graph Neural Networks

Sinan Yıldırım, Megha Khosla

Existing privacy analyses for Graph Neural Networks (GNNs) largely inherit assumptions from non-graph settings, overlooking structural correlations and stochastic training-graph sa…