Differentially Private Data Release on Graphs: Inefficiencies and Unfairness

Ferdinando Fioretto, Diptangshu Sen, Juba Ziani

Networks are crucial components of many sectors, including telecommunications, healthcare, finance, energy, and transportation.The information carried in such networks often contai…