E-SAGE: Explainability-based Defense Against Backdoor Attacks on Graph Neural Networks

Dingqiang Yuan, Xiaohua Xu, Lei Yu +3

Graph Neural Networks (GNNs) have recently been widely adopted in multiple domains. Yet, they are notably vulnerable to adversarial and backdoor attacks. In particular, backdoor at…