Inference in the $p_0$ model for directed networks under local differential privacy

Xueying Sun, Ting Yan, Binyan Jiang

We explore the edge-flipping mechanism, a type of input perturbation, to release the directed graph under edge-local differential privacy. By using the noisy bi-degree sequence fro…