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Testing the Lipschitz Property over Product Distributions with Applications to Data Privacy

, , , and . Theory of Cryptography, volume 7785 of Lecture Notes in Computer Science, Springer Berlin Heidelberg, (2013)
DOI: 10.1007/978-3-642-36594-2_24

Abstract

In the past few years, the focus of research in the area of statistical data privacy has been in designing algorithms for various problems which satisfy some rigorous notions of privacy. However, not much effort has gone into designing techniques to computationally verify if a given algorithm satisfies some predefined notion of privacy. In this work, we address the following question:

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