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Author

Yang Cao

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Review Open access Jul 2026

Differentially Private Graph Learning: A Survey

This survey presents the first comprehensive and systematic review of Differentially Private Graph Learning (DPGL), and organizes existing DPGL methods into four categories based on the granularity of privacy protection, namely node-level, edge-level, graph-level, and node-level.

Li Sun, Long-Zhu He, Ming Li et al. · 1 citation

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