Equipping Federated Graph Neural Networks with Structure-aware Group Fairness

1 code implementation • 18 Oct 2023 • Nan Cui, Xiuling Wang, Wendy Hui Wang, Violet Chen, Yue Ning

However, as GNNs may inherit historical bias from training data and lead to discriminatory predictions, the bias of local models can be easily propagated to the global model in distributed settings.

Fairness Federated Learning +1