Sepideh Neshatfar

Robust Subgraph Learning by Monitoring Early Training Representations

2024 · arXiv (Cornell University)

Graph neural networks (GNNs) have attracted significant attention for their outstanding performance in graph learning and node classification tasks. However, their vulnerability to adversarial attacks, particularly through susceptible nodes, poses a challenge in decision-making. The …