70 citations · 293 across the 70 of their papers we have counts for
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cs.IT2017
Privacy with Estimation Guarantees
Hao Wang, Lisa Vo, Flavio P. Calmon +3
We study the central problem in data privacy: how to share data with an analyst while providing both privacy and utility guarantees to the user that owns the data. In this setting,…
cs.IT2017★ 10 cited
Hypothesis Testing under Maximal Leakage Privacy Constraints
Jiachun Liao, Lalitha Sankar, Flavio P. Calmon +1
The problem of publishing privacy-guaranteed data for hypothesis testing is studied using the maximal leakage (ML) as a metric for privacy and the type-II error exponent as the uti…