IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Online ISSN : 1745-1337
Print ISSN : 0916-8508
Special Section on Information Theory and Its Applications
Upper Bound on Privacy-Utility Tradeoff Allowing Positive Excess Distortion Probability
Shota SAITOToshiyasu MATSUSHIMA
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2022 Volume E105.A Issue 3 Pages 425-427

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Abstract

This letter investigates the information-theoretic privacy-utility tradeoff. We analyze the minimum information leakage (f-leakage) under the utility constraint that the excess distortion probability is allowed up to ε∈[0, 1). The derived upper bound is characterized by the ε-cutoff random transformation and a distortion ball.

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