Open AccessReasoning about privacy using axioms
Author(s) -
Bing-Rong Lin,
Daniel Kifer
Publication year - 2013
Publication title -
2012 conference record of the forty sixth asilomar conference on signals, systems and computers (asilomar)
Language(s) - English
Resource type - Conference proceedings
ISSN - 1058-6393
ISBN - 978-1-4673-5051-8
DOI - 10.1109/acssc.2012.6489162
Subject(s) - signal processing and analysis , communication, networking and broadcast technologies , components, circuits, devices and systems , computing and processing
In statistical privacy, privacy definitions are contracts that guide the behavior of algorithms that take in sensitive data and produce sanitized data. Historically, data privacy breaches have been the result of fundamental misunderstandings about what a particular privacy definition guarantees.
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