Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks

Hussain Hussain, Meng Cao, Sandipan Sikdar +4

We present evidence for the existence and effectiveness of adversarial attacks on graph neural networks (GNNs) that aim to degrade fairness. These attacks can disadvantage a partic…