LDPGraph: Locally Differentially Private Graph Synthesis by Exploiting Neighborhood Structure

Jiawei Dong, Zhikun Zhang, Quan Yuan +2

The widespread application of graph data inevitably brings significant privacy risks, as its unprotected use can lead to the leakage of sensitive information. These risks are parti…