This is a preview. Log in through your library . Abstract Although many approaches have been developed for releasing network data with a differential privacy guarantee, few studies have examined ...

The β-model of random graphs is an exponential family model with the degree sequence as a sufficient statistic. In this paper, we contribute three key results. First, we characterize conditions that ...