311 citations · 601 across the 23 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.LG2017★ 22 cited
Rényi Differential Privacy Mechanisms for Posterior Sampling
Joseph Geumlek, Shuang Song, Kamalika Chaudhuri
Using a recently proposed privacy definition of Rényi Differential Privacy (RDP), we re-examine the inherent privacy of releasing a single sample from a posterior distribution. We…
cs.LG2017★ 2 cited
Composition Properties of Inferential Privacy for Time-Series Data
Shuang Song, Kamalika Chaudhuri
With the proliferation of mobile devices and the internet of things, developing principled solutions for privacy in time series applications has become increasingly important. Whil…