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cs.IT2018
Privacy-Utility Management of Hypothesis Tests
Zuxing Li, Tobias J. Oechtering
The trade-off of hypothesis tests on the correlated privacy hypothesis and utility hypothesis is studied. The error exponent of the Bayesian composite hypothesis test on the privac…
cs.IT2018
Privacy against a Hypothesis Testing Adversary
Zuxing Li, Tobias J. Oechtering, Deniz Gunduz
Privacy against an adversary (AD) that tries to detect the underlying privacy-sensitive data distribution is studied. The original data sequence is assumed to come from one of the…