2024
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections
NeurIPS 2024poster
Despite the remarkable capabilities demonstrated by Graph Neural Networks (GNNs) in graph-related tasks, recent research has revealed the fairness vulnerabilities in GNNs when facing malicious adversarial attacks. However, all existing fairness attacks require manipulating the connectivity between e…