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cs.IT2019★ 6 cited
Obfuscation via Information Density Estimation
Hsiang Hsu, Shahab Asoodeh, Flavio du Pin Calmon
Identifying features that leak information about sensitive attributes is a key challenge in the design of information obfuscation mechanisms. In this paper, we propose a framework…
cs.IT2018
Generalizing Bottleneck Problems
Hsiang Hsu, Shahab Asoodeh, Salman Salamatian +1
Given a pair of random variables and two convex functions and , we introduce two bottleneck functionals as the lower and upper boundaries of the two-d…