Rethinking Disclosure Prevention with Pointwise Maximal Leakage

This paper introduces a paradigm shift in the way privacy is defined, driven by a novel interpretation of the fundamental result of Dwork and Naor about the impossibility of absolute disclosure prevention. We propose a general model of utility and privacy in which utility is achieved by disclosing...

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Библиографические подробности

Главные авторы:	Sara Saeidian, Giulia Cervia, Tobias J. Oechtering, Mikael Skoglund
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Labor Dynamics Institute 2025-03-01
Серии:	The Journal of Privacy and Confidentiality
Предметы:	Disclosure prevention information leakage inferential privacy pointwise maximal leakage
Online-ссылка:	https://journalprivacyconfidentiality.org/index.php/jpc/article/view/893
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