Protecting Privacy of Sensitive Value Distributions in Data Release
| Citations: | 2 - 1 self |
BibTeX
@MISC{Bezzi_protectingprivacy,
author = {M. Bezzi and S. De Capitani di Vimercati and G. Livraga and P. Samarati},
title = {Protecting Privacy of Sensitive Value Distributions in Data Release},
year = {}
}
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Abstract
In today’s electronic society, data sharing and dissemination are more and more increasing, leading to concerns about the proper protection of privacy. In this paper, we address a novel privacy problem that arises when non sensitive information is incrementally released and sensitive information can be inferred exploiting dependencies of sensitive information on the released data. We propose a model capturing this inference problem where sensitive information is characterized by peculiar distributions of non sensitive released data. We also discuss possible approaches for run time enforcement of safe releases.
