Adversarial Immunization for Certifiable Robustness on Graphs

Shuchang Tao, Huawei Shen, Qi Cao +2

Despite achieving strong performance in semi-supervised node classification task, graph neural networks (GNNs) are vulnerable to adversarial attacks, similar to other deep learning…