Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections

Zihan Luo, Hong Huang, Yongkang Zhou +3

Despite the remarkable capabilities demonstrated by Graph Neural Networks (GNNs) in graph-related tasks, recent research has revealed the fairness vulnerabilities in GNNs when faci…