Liao, Yizheng

Graph Structure Learning with Privacy Guarantees for Open Graph Data

2025 · arXiv (Cornell University)

Publishing open graph data while preserving individual privacy remains challenging when data publishers and data users are distinct entities. Although differential privacy (DP) provides rigorous guarantees, most existing approaches enforce privacy during model training rather …