Differentially Private Exponential Random Graphs

Vishesh Karwa, Aleksandra B. Slavković, Pavel Krivitsky

We propose methods to release and analyze synthetic graphs in order to protect privacy of individual relationships captured by the social network. Proposed techniques aim at fittin…