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evaluation: OCD

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Manos Katsomallos 2021-10-11 20:17:32 +02:00
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\chapter{Evaluation}
\label{ch:eval}
In this chapter we present the experiments that we performed, to evaluate the methodology that we introduced in chapter~\ref{ch:lmdk-prv}, on real and synthetic data sets.
In this chapter we present the experiments that we performed, to evaluate the methodology that we introduced in Chapter~\ref{ch:lmdk-prv}, on real and synthetic data sets.
Section~\ref{sec:eval-dtl} contains all the details regarding the data sets the we utilized for our experiments (Section~\ref{subsec:eval-dat}) along with the parameter configurations.
Section~\ref{sec:eval-lmdk} evaluates the data utility of the {\thething} privacy mechanisms that we designed in Section~\ref{sec:thething} and investigates the behavior of the privacy loss under temporal correlation for different distributions of {\thethings}.
Section~\ref{sec:eval-lmdk-sel} justifies our decisions while designing the privacy-preserving {\thething} selection component in Section~\ref{sec:theotherthing} and the data utility impact of the latter.