Generating Differentially Private Networks with a Modified Erdős-Rényi Model

Huaiyuan Rao, Calvin Hawkins, Alexander Benvenuti +1

Differential privacy has been used to privately calculate numerous network properties, but existing approaches often require the development of a new privacy mechanism for each pro…