Gang Shen

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

2023 · arXiv (Cornell University)

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 training, which has been shown to be one of …