HC-Ref: Hierarchical Constrained Refinement for Robust Adversarial Training of GNNs

Xiaobing Pei, Haoran Yang, Gang Shen

Recent studies have shown that attackers can catastrophically reduce the performance of GNNs by maliciously modifying the graph structure or node features on the graph. Adversarial…