most citedGroup Property Inference Attacks Against Graph Neural Networks

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cs.LG2023

Equipping Federated Graph Neural Networks with Structure-aware Group Fairness

Nan Cui, Xiuling Wang, Wendy Hui Wang +2

Graph Neural Networks (GNNs) have been widely used for various types of graph data processing and analytical tasks in different domains. Training GNNs over centralized graph data c…

cs.LG2022★ 1 cited

Group Property Inference Attacks Against Graph Neural Networks

Xiuling Wang, Wendy Hui Wang

With the fast adoption of machine learning (ML) techniques, sharing of ML models is becoming popular. However, ML models are vulnerable to privacy attacks that leak information abo…