PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural Network

Tan Sun, Junhong Lin

Graph neural networks (GNNs) have gained popularity for various graph-related tasks. However, similar to deep neural networks, GNNs are also vulnerable to adversarial attacks. Empi…