From 41f904aa162f7499a699b116f1aa87766acc96dd Mon Sep 17 00:00:00 2001 From: Manos Date: Tue, 12 Oct 2021 13:17:41 +0200 Subject: [PATCH] problem: Added lmdk-sum --- text/problem/summary.tex | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/text/problem/summary.tex b/text/problem/summary.tex index 4dada4a..a44f282 100644 --- a/text/problem/summary.tex +++ b/text/problem/summary.tex @@ -1,8 +1,11 @@ \section{Summary} \label{sec:lmdk-sum} -In this chapter, we presented \emph{{\thething} privacy} for privacy-preserving time series publishing, which allows for the protection of significant events, while improving the utility of the final result w.r.t. the traditional user-level differential privacy. -We also proposed three models for {\thething} privacy, and quantified the privacy loss under temporal correlation. +In this chapter, we presented \emph{{\thething} privacy} for privacy-preserving time series publishing, which allows for the protection of significant events, while improving the utility of the final result with respect to the traditional user-level differential privacy. +We also proposed three models for {\thething} privacy, and quantified the privacy loss under temporal correlation. +Furthermore, we present three solutions to enhance our privacy scheme by protecting the actual temporal position of the{\thethings} in the time series. +We differ the experimental evaluation of our methodology to Chapter~\ref{ch:eval} we experiment with real and synthetic data sets to demonstrate the applicability of the {\thething} privacy models by themselves (Section~\ref{sec:eval-lmdk-sel}) and in combination with the {\thething} selection component (Section~\ref{sec:eval-lmdk}). + %Our experiments on real and synthetic data sets validate our proposal. %In the future, we aim to investigate privacy-preserving {\thething} selection and propose a mechanism based on user-preferences and semantics. -\kat{Advertise your work! Say what is cool about the work and how it differs from the others! Mention also the summary for selection of events. The discussion for the experiments and future work you postpone for the respective sections, you may though make reference to specific experiments to support your claims. } +% \kat{Advertise your work! Say what is cool about the work and how it differs from the others! Mention also the summary for selection of events. The discussion for the experiments and future work you postpone for the respective sections, you may though make reference to specific experiments to support your claims. }