… is, of privacy itself. In this work, we formulate an axiomatic definition of privacy based on
quantifiable … privacy (DP). Our work highlights the fact that the inevitable difficulties of protecting …

… of privacy and utility. We present two privacy axioms which describe how privacy is affected
… To illustrate the axiomatic approach to privacy, we first present a generic form of differential …

… axiomatic approach we can reduce the possibility of privacy breaches and useless datasets
caused by faulty intuition. In this paper we present some of our work on such a theory. In fact…

… First, I argue that FP frames certain privacy risks as legitimate … privacy research that better
align sociological and technical conceptions of privacy, and I argue that there are some privacy …

… However, the general axiomatic approach that this theorem … axiomatic approach beyond
the particular theorem I’ve presented. But it’s not a reason to reject the entire approach…

… Using privacy axioms, we identify two mathematical objects that are associated with privacy
… object which neatly encapsulates Bayesian guarantees provided by a privacy definition. …

… to the operational approach, define which executions are valid. The axiomatic approach has
… We argue that the axiomatic approach and CAT in particular lend themselves equally well to …

… privacy by design and privacy by default in the design phase of system development. To this
end, we propose an approach based on axiomatic … the information axiom, in terms of privacy …

… -Nagumo f-mean approach. Section IV is devoted to presenting the axiomatic relations of
these … encompass Rényi local differential privacy and local differential privacy, our proposed …

… Axiomatic characterization of MaxEnt and related inference rules. The paper concludes with
a brief discussion of the relevance of the axiomatic approach … an axiomatic approach led to a …