Towards training graph neural networks with node-level differential privacy

Q Zhang, J Ma, J Lou, C Yang, L Xiong - arXiv preprint arXiv:2210.04442, 2022 - arxiv.org
Graph Neural Networks (GNNs) have achieved great success in mining graph-structured
data. Despite the superior performance of GNNs in learning graph representations, serious …

Towards Training Graph Neural Networks with Node-Level Differential Privacy

Q Zhang, J Ma, J Lou, C Yang, L Xiong - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Abstract Graph Neural Networks (GNNs) have achieved great success in mining graph-
structured data. Despite the superior performance of GNNs in learning graph …