Connecting Randomized Response, Post-Randomization, Differential Privacy and t-Closeness via Deniability and Permutation

Abstract

We explore some novel connections between the main privacy models in use and we recall a few known ones. We show these models to be more related than commonly understood, around two main principles: deniability and permutation. In particular, randomized response turns out to be very modern in spite of it having been introduced over 50 years ago: it is a… (More)

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