Ruoxiao Sun

Stealthy Yet Effective: Distribution-Preserving Backdoor Attacks on Graph Classification

Graph Neural Networks (GNNs) have demonstrated strong performance across tasks such as node classification, link prediction, and graph classification, but remain vulnerable to backdoor attacks that implant imperceptible triggers during training to control predictions. While node-level attacks exploi…