DISTA-LP: Privacy-Preserving Distributed Linear Programming for Metric Differential Privacy

Michael Oluwole, Ruiyao Liu, Aleksander Stevens +1

Linear-programming (LP) mechanisms for metric differential privacy (mDP) enable fine-grained, task-aware utility control, but they are computationally expensive and become privacy-…