tables: Removed emphasis on location data

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Manos Katsomallos 2021-10-22 16:40:33 +02:00
parent 31a58c93e1
commit ebe481d089
2 changed files with 29 additions and 27 deletions

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@ -22,7 +22,7 @@
\midrule
\hyperlink{abul2008never}{\boldmath{($k$, $\delta$)-\textbf{\emph{anonymity}}}} & finite & batch & global & user & complementary & generalization, & $k$-anonymity \\
\hyperlink{abul2008never}{\boldmath{($k$, $\delta$)-\emph{anonymity}}} & finite & batch & global & user & complementary & generalization, & $k$-anonymity \\
\cite{abul2008never} & (sequential)& & & & release & randomization & \\ \hdashline
\hyperlink{li2016hybrid}{Li et al.} & finite & batch & global & user & compl. release & generalization, & $l$-diversity \\
@ -31,22 +31,22 @@
\hyperlink{erdogdu2015privacy}{Erdogdu and} & finite & batch/ & local & user & dependence & randomization & - \\
\hyperlink{erdogdu2015privacy}{Fawaz}~\cite{erdogdu2015privacy} & & streaming & & & (temporal) & & \\ \hdashline
\hyperlink{jiang2013publishing}{\textbf{Jiang et al.}} & finite & batch & global & event & linkage & perturbation & differential \\
\hyperlink{jiang2013publishing}{Jiang et al.} & finite & batch & global & event & linkage & perturbation & differential \\
\cite{jiang2013publishing} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{chen2011differentially}{\textbf{Chen et al.}} & finite & batch & global & user & linkage & perturbation & differential \\
\hyperlink{chen2011differentially}{Chen et al.} & finite & batch & global & user & linkage & perturbation & differential \\
\cite{chen2011differentially} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{xiao2015protecting}{\textbf{Xiao et al.}} & finite & batch & local & user & dependence & perturbation (multi- & differential \\
\hyperlink{xiao2015protecting}{Xiao et al.} & finite & batch & local & user & dependence & perturbation (multi- & differential \\
\cite{xiao2015protecting} & (sequential) & & & & (temporal) & variate Laplace) & privacy \\ \hdashline
\hyperlink{primault2015time}{\textbf{\emph{Promesse}}} & finite & batch & local & event & linkage & perturbation & - \\
\hyperlink{primault2015time}{\emph{Promesse}} & finite & batch & local & event & linkage & perturbation & - \\
\cite{primault2015time} & (sequential) & & & & & & \\ \hdashline
\hyperlink{gursoy2018differentially}{\textbf{\emph{DP-Star}}} & finite & batch & global & user & linkage & perturbation & differential \\
\hyperlink{gursoy2018differentially}{\emph{DP-Star}} & finite & batch & global & user & linkage & perturbation & differential \\
\cite{gursoy2018differentially} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{ou2018optimal}{\textbf{\emph{FGS-Pufferfish}}} & finite & batch & local & event & dependence & perturbation & differential \\
\hyperlink{ou2018optimal}{\emph{FGS-Pufferfish}} & finite & batch & local & event & dependence & perturbation & differential \\
\cite{ou2018optimal} & (sequential) & & & & (temporal) & (Laplace) & privacy \\
\midrule
@ -69,22 +69,22 @@
\hyperlink{zhou2009continuous}{Zhou et al.} & infinite & streaming & global & event & same with & generalization, & $k$-anonymity \\
\cite{zhou2009continuous} & & & & & $k$-anonymity~\cite{sweeney2002k} & randomization & \\ \hdashline
\hyperlink{gotz2012maskit}{\textbf{\emph{MaskIt}}} & infinite & streaming & local & event & dependence & suppression & - \\
\hyperlink{gotz2012maskit}{\emph{MaskIt}} & infinite & streaming & local & event & dependence & suppression & - \\
\cite{gotz2012maskit} & & & & & (temporal) & & \\ \hdashline
\hyperlink{ma2017plp}{\textbf{\emph{PLP}}} & infinite & streaming & local & event & dependence & suppression & - \\
\hyperlink{ma2017plp}{\emph{PLP}} & infinite & streaming & local & event & dependence & suppression & - \\
\cite{ma2017plp} & & & & & (spatiotemporal) & & \\ \hdashline
\hyperlink{al2018adaptive}{\textbf{Al-Dhubhani and}} & infinite & streaming & local & event & dependence & perturbation (multi- & geo-indistin- \\
\hyperlink{al2018adaptive}{\textbf{Cazalas}}~\cite{al2018adaptive} & (sequential) & & & & (temporal) & variate Laplace) & guishability \\ \hdashline
\hyperlink{al2018adaptive}{Al-Dhubhani and} & infinite & streaming & local & event & dependence & perturbation (multi- & geo-indistin- \\
\hyperlink{al2018adaptive}{Cazalas}~\cite{al2018adaptive} & (sequential) & & & & (temporal) & variate Laplace) & guishability \\ \hdashline
\hyperlink{ghinita2009preventing}{\textbf{Ghinita et al.}} & infinite & streaming & local/ & event & dependence & generalization, & - \\
\hyperlink{ghinita2009preventing}{Ghinita et al.} & infinite & streaming & local/ & event & dependence & generalization, & - \\
\cite{ghinita2009preventing} & (sequential) & & global & & (spatiotemporal) & perturbation & \\ \hdashline
\hyperlink{ye2017trajectory}{\textbf{Ye et al.}} & infinite & streaming & global & event & linkage & generalization & $l$-diversity \\
\hyperlink{ye2017trajectory}{Ye et al.} & infinite & streaming & global & event & linkage & generalization & $l$-diversity \\
\cite{ye2017trajectory} & (sequential) & & & & & & \\ \hdashline
\hyperlink{cao2017quantifying}{\textbf{Cao et al.}} & infinite & streaming & global & user/ & dependence & perturbation & differential \\
\hyperlink{cao2017quantifying}{Cao et al.} & infinite & streaming & global & user/ & dependence & perturbation & differential \\
\cite{cao2017quantifying} \cite{cao2018quantifying} & & & & ($w$-)event & (temporal) & (Laplace) & privacy \\ \hdashline
\hyperlink{naim2019off}{\emph{ON-OFF privacy}} & infinite & streaming & local & event & dependence & randomization & - \\
@ -97,9 +97,11 @@
}
\caption{Summary table of reviewed privacy-preserving algorithms for continuous microdata publishing.
Location-specific techniques are listed in bold.\kat{
do you still need to have in bold the location specific techniques? if yes mention why in the text..}}
\caption{
Summary table of reviewed privacy-preserving algorithms for continuous microdata publishing.
% Location-specific techniques are listed in bold.
% \kat{do you still need to have in bold the location specific techniques? if yes mention why in the text..}
}
\label{tab:micro}

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@ -25,22 +25,22 @@
\hyperlink{kellaris2013practical}{Kellaris et al.} & finite & batch & global & event & linkage & perturbation & differential \\
\cite{kellaris2013practical} & & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{chen2012differentially}{\textbf{Chen et al.}} & finite & batch & global & user & linkage & perturbation & differential \\
\hyperlink{chen2012differentially}{Chen et al.} & finite & batch & global & user & linkage & perturbation & differential \\
\cite{chen2012differentially} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{hua2015differentially}{\textbf{Hua et al.}} & finite & batch & global & user & linkage & perturbation (ex- & differential \\
\hyperlink{hua2015differentially}{Hua et al.} & finite & batch & global & user & linkage & perturbation (ex- & differential \\
\cite{hua2015differentially} & (sequential) & & & & & ponential, Laplace) & privacy \\ \hdashline
\hyperlink{li2017achieving}{\textbf{Li et al.}} & finite & batch & global & user & linkage & perturbation & differential \\
\hyperlink{li2017achieving}{Li et al.} & finite & batch & global & user & linkage & perturbation & differential \\
\cite{li2017achieving} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{he2015dpt}{\textbf{\emph{DPT}}} & finite & batch & global & user & dependence & perturbation & differential \\
\hyperlink{he2015dpt}{\emph{DPT}} & finite & batch & global & user & dependence & perturbation & differential \\
\cite{he2015dpt} & (sequential) & & & & (spatial) & (Laplace) & privacy \\ \hdashline
\hyperlink{song2017pufferfish}{Song et al.} & finite & batch & global & event & dependence & perturbation & pufferfish \\
\cite{song2017pufferfish} & & & & & & (Laplace) & \\ \hdashline
\hyperlink{fan2013differentially}{\textbf{Fan et al.}} & finite & streaming & global & user & dependence & perturbation & differential \\
\hyperlink{fan2013differentially}{Fan et al.} & finite & streaming & global & user & dependence & perturbation & differential \\
\cite{fan2013differentially} & (sequential) & & & & (spatiotemporal) & (Laplace) & privacy \\ \hdashline
\hyperlink{fan2014adaptive}{\emph{FAST}} & finite & streaming & global & user & linkage & perturbation & differential \\
@ -54,7 +54,7 @@
\hyperlink{chan2011private}{Chan et al.} & finite/ & streaming & global & event & linkage & perturbation & differential \\
\cite{chan2011private} & infinite & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{cao2015differentially}{\textbf{\emph{$l$-trajectory}}} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\
\hyperlink{cao2015differentially}{\emph{$l$-trajectory}} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\
\cite{cao2015differentially} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{bolot2013private}{Bolot et al.} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\
@ -63,7 +63,7 @@
\hyperlink{kellaris2014differentially}{Kellaris et al.} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\
\cite{kellaris2014differentially} & & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{wang2016rescuedp}{\textbf{\emph{RescueDP}}} & infinite & streaming & global & $w$-event & dependence & perturbation & differential \\
\hyperlink{wang2016rescuedp}{\emph{RescueDP}} & infinite & streaming & global & $w$-event & dependence & perturbation & differential \\
\cite{wang2016rescuedp} & & & & & (serial) & (Laplace) & privacy \\ \hdashline
\hyperlink{erlingsson2014rappor}{\emph{RAPPOR}} & infinite & streaming & local & user & linkage & randomization (ran- & differential \\
@ -78,15 +78,15 @@
\hyperlink{chen2017pegasus}{\emph{PeGaSus}} & infinite & streaming & global & event & linkage & perturbation & differential \\
\cite{chen2017pegasus} & & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{errounda2018continuous}{\textbf{Errounda et al.}} & infinite & streaming & local & $w$-event & linkage & randomization (ran- & differential \\
\hyperlink{errounda2018continuous}{Errounda et al.} & infinite & streaming & local & $w$-event & linkage & randomization (ran- & differential \\
\cite{errounda2018continuous} & (sequential) & & & & & domized response), & privacy \\
& & & & & & perturbation & \\
& & & & & & (Laplace) & \\ \hdashline
\hyperlink{wang2018privacy}{\textbf{\emph{DP-PSP}}} & infinite & streaming & global & $w$-event & linkage & perturbation (ex- & differential \\
\hyperlink{wang2018privacy}{\emph{DP-PSP}} & infinite & streaming & global & $w$-event & linkage & perturbation (ex- & differential \\
\cite{wang2018privacy} & (sequential) & & & & & ponential, Laplace) & privacy \\ \hdashline
\hyperlink{ma2019real}{\textbf{\emph{RPTR}}} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\
\hyperlink{ma2019real}{\emph{RPTR}} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\
\cite{ma2019real} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{farokhi2020temporally}{Farokhi} & infinite & streaming & global & user & linkage & perturbation & differential \\