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privacy: Final review

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Manos Katsomallos 2021-09-06 00:44:33 +03:00
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text/preliminaries/privacy.tex
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@ -5,7 +5,11 @@
\label{subsec:prv-info-dscl} \label{subsec:prv-info-dscl}
When personal data are publicly released, either as microdata or statistical data, individuals' privacy can be compromised, i.e,~an adversary becomes certain about an individual's \emph{sensitive attribute}, i.e.,~personal information, with a probability higher than a desired threshold. When personal data are publicly released, either as microdata or statistical data, individuals' privacy can be compromised, i.e,~an adversary becomes certain about an individual's \emph{sensitive attribute}, i.e.,~personal information, with a probability higher than a desired threshold.
In the literature, this compromise\kat{do you want to say 'peril', 'risk' instead of compromise ?} is known as \emph{information disclosure} and is usually categorized as (\cite{li2007t, wang2010privacy, narayanan2008robust}): In the literature, this incident
% compromise
% \kat{do you want to say 'peril', 'risk' instead of compromise ?}
% \mk{No, it's more about the result, i.e., compromising privacy, rather than the risk.}
is known as \emph{information disclosure} and is usually categorized as (\cite{li2007t, wang2010privacy, narayanan2008robust}):
\begin{itemize} \begin{itemize}
\item \emph{Presence disclosure}---the participation or absence of an individual in a data set is revealed. \item \emph{Presence disclosure}---the participation or absence of an individual in a data set is revealed.