2 papers
cs.DS2021
Inference under Information Constraints III: Local Privacy Constraints
Jayadev Acharya, Clément L. Canonne, Cody Freitag +2
We study goodness-of-fit and independence testing of discrete distributions in a setting where samples are distributed across multiple users. The users wish to preserve the privacy…
cs.DS2018
Test without Trust: Optimal Locally Private Distribution Testing
Jayadev Acharya, Clément L. Canonne, Cody Freitag +1
We study the problem of distribution testing when the samples can only be accessed using a locally differentially private mechanism and focus on two representative testing question…