Universal Graph Backdoor Defense: A Feature-based Homophily Perspective

Mengting Pan, Fan Li, Chen Chen +1

Graph neural networks (GNNs) have achieved remarkable success in relational learning. However, their vulnerability to graph backdoor attacks (GBAs) poses a significant barrier to b…