1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CR2021★ 1 cited
Observations on the Bias of Nonnegative Mechanisms for Differential Privacy
Aisling Mc Glinchey, Oliver Mason
We study two methods for differentially private analysis of bounded data and extend these to nonnegative queries. We first recall that for the Laplace mechanism, boundary inflated…
eess.SY2020★ 1 cited
Bounding the l_2 sensitivity for positive linear observers
Aisling McGlinchey, Oliver Mason
We consider the design of differentially private Luenberger observers for positive linear systems. In particular, we derive a bound for the sensitivity of Luenberger observer…