Robust Graph Neural Networks via Unbiased Aggregation

no code implementations • 25 Nov 2023 • Ruiqi Feng, Zhichao Hou, Tyler Derr, Xiaorui Liu

The adversarial robustness of Graph Neural Networks (GNNs) has been questioned due to the false sense of security uncovered by strong adaptive attacks despite the existence of numerous defenses.

Adversarial Robustness