Optimal Noise-Adding Mechanism in Additive Differential Privacy

Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar. Optimal Noise-Adding Mechanism in Additive Differential Privacy. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 11-20, PMLR, 2019. [doi]

Abstract

Abstract is missing.