tables: Back to dependence

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Manos Katsomallos 2021-09-03 14:57:50 +03:00
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\hyperlink{li2016hybrid}{Li et al.} & finite & batch & global & user & compl. release & generalization, & $l$-diversity \\ \hyperlink{li2016hybrid}{Li et al.} & finite & batch & global & user & compl. release & generalization, & $l$-diversity \\
\cite{li2016hybrid} & & & & & (unknown releases) & randomization & \\ \hdashline \cite{li2016hybrid} & & & & & (unknown releases) & randomization & \\ \hdashline
\hyperlink{erdogdu2015privacy}{Erdogdu and} & finite & batch/ & local & user & correlation & randomization & - \\ \hyperlink{erdogdu2015privacy}{Erdogdu and} & finite & batch/ & local & user & dependence & randomization & - \\
\hyperlink{erdogdu2015privacy}{Fawaz}~\cite{erdogdu2015privacy} & & streaming & & & (temporal) & & \\ \hdashline \hyperlink{erdogdu2015privacy}{Fawaz}~\cite{erdogdu2015privacy} & & streaming & & & (temporal) & & \\ \hdashline
\hyperlink{jiang2013publishing}{\textbf{Jiang et al.}} & finite & batch & global & event & linkage & perturbation & differential \\ \hyperlink{jiang2013publishing}{\textbf{Jiang et al.}} & finite & batch & global & event & linkage & perturbation & differential \\
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\hyperlink{chen2011differentially}{\textbf{Chen et al.}} & finite & batch & global & user & linkage & perturbation & differential \\ \hyperlink{chen2011differentially}{\textbf{Chen et al.}} & finite & batch & global & user & linkage & perturbation & differential \\
\cite{chen2011differentially} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline \cite{chen2011differentially} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{xiao2015protecting}{\textbf{Xiao et al.}} & finite & batch & local & user & correlation & perturbation (multi- & differential \\ \hyperlink{xiao2015protecting}{\textbf{Xiao et al.}} & finite & batch & local & user & dependence & perturbation (multi- & differential \\
\cite{xiao2015protecting} & (sequential) & & & & (temporal) & variate Laplace) & privacy \\ \hdashline \cite{xiao2015protecting} & (sequential) & & & & (temporal) & variate Laplace) & privacy \\ \hdashline
\hyperlink{primault2015time}{\textbf{\emph{Promesse}}} & finite & batch & local & event & linkage & perturbation & - \\ \hyperlink{primault2015time}{\textbf{\emph{Promesse}}} & finite & batch & local & event & linkage & perturbation & - \\
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\hyperlink{zhou2009continuous}{Zhou et al.} & infinite & streaming & global & event & same with & generalization, & $k$-anonymity \\ \hyperlink{zhou2009continuous}{Zhou et al.} & infinite & streaming & global & event & same with & generalization, & $k$-anonymity \\
\cite{zhou2009continuous} & & & & & $k$-anonymity~\cite{sweeney2002k} & randomization & \\ \hdashline \cite{zhou2009continuous} & & & & & $k$-anonymity~\cite{sweeney2002k} & randomization & \\ \hdashline
\hyperlink{gotz2012maskit}{\textbf{\emph{MaskIt}}} & infinite & streaming & local & event & correlation & suppression & - \\ \hyperlink{gotz2012maskit}{\textbf{\emph{MaskIt}}} & infinite & streaming & local & event & dependence & suppression & - \\
\cite{gotz2012maskit} & & & & & (temporal) & & \\ \hdashline \cite{gotz2012maskit} & & & & & (temporal) & & \\ \hdashline
\hyperlink{ma2017plp}{\textbf{\emph{PLP}}} & infinite & streaming & local & event & correlation & suppression & - \\ \hyperlink{ma2017plp}{\textbf{\emph{PLP}}} & infinite & streaming & local & event & dependence & suppression & - \\
\cite{ma2017plp} & & & & & (spatiotemporal) & & \\ \hdashline \cite{ma2017plp} & & & & & (spatiotemporal) & & \\ \hdashline
\hyperlink{al2018adaptive}{\textbf{Al-Dhubhani and}} & infinite & streaming & local & event & correlation & perturbation (multi- & geo-indistin- \\ \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}{\textbf{Cazalas}}~\cite{al2018adaptive} & (sequential) & & & & (temporal) & variate Laplace) & guishability \\ \hdashline
\hyperlink{ghinita2009preventing}{\textbf{Ghinita et al.}} & infinite & streaming & local/ & event & correlation & generalization, & - \\ \hyperlink{ghinita2009preventing}{\textbf{Ghinita et al.}} & infinite & streaming & local/ & event & dependence & generalization, & - \\
\cite{ghinita2009preventing} & (sequential) & & global & & (spatiotemporal) & perturbation & \\ \hdashline \cite{ghinita2009preventing} & (sequential) & & global & & (spatiotemporal) & perturbation & \\ \hdashline
\hyperlink{ye2017trajectory}{\textbf{Ye et al.}} & infinite & streaming & global & event & linkage & generalization & $l$-diversity \\ \hyperlink{ye2017trajectory}{\textbf{Ye et al.}} & infinite & streaming & global & event & linkage & generalization & $l$-diversity \\
\cite{ye2017trajectory} & (sequential) & & & & & & \\ \hdashline \cite{ye2017trajectory} & (sequential) & & & & & & \\ \hdashline
\hyperlink{cao2017quantifying}{\textbf{Cao et al.}} & infinite & streaming & global & user/ & correlation & perturbation & differential \\ \hyperlink{cao2017quantifying}{\textbf{Cao et al.}} & infinite & streaming & global & user/ & dependence & perturbation & differential \\
\cite{cao2017quantifying,cao2018quantifying} & & & & ($w$-)event & (temporal) & (Laplace) & privacy \\ \hdashline \cite{cao2017quantifying,cao2018quantifying} & & & & ($w$-)event & (temporal) & (Laplace) & privacy \\ \hdashline
\hyperlink{naim2019off}{\emph{ON-OFF privacy}} & infinite & streaming & local & event & correlation & randomization & - \\ \hyperlink{naim2019off}{\emph{ON-OFF privacy}} & infinite & streaming & local & event & dependence & randomization & - \\
\cite{naim2019off, ye2019preserving} & & & & & (auto) & & \\ \cite{naim2019off, ye2019preserving} & & & & & (serial) & & \\
\cite{ye2020off, ye2021off} & & & & & & & \\ \cite{ye2020off, ye2021off} & & & & & & & \\
\bottomrule \bottomrule

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\hyperlink{li2017achieving}{\textbf{Li et al.}} & finite & batch & global & user & linkage & perturbation & differential \\ \hyperlink{li2017achieving}{\textbf{Li et al.}} & finite & batch & global & user & linkage & perturbation & differential \\
\cite{li2017achieving} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline \cite{li2017achieving} & (sequential) & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{he2015dpt}{\textbf{\emph{DPT}}} & finite & batch & global & user & correlation & perturbation & differential \\ \hyperlink{he2015dpt}{\textbf{\emph{DPT}}} & finite & batch & global & user & dependence & perturbation & differential \\
\cite{he2015dpt} & (sequential) & & & & (spatial) & (Laplace) & privacy \\ \hdashline \cite{he2015dpt} & (sequential) & & & & (spatial) & (Laplace) & privacy \\ \hdashline
\hyperlink{song2017pufferfish}{Song et al.} & finite & batch & global & event & correlation & perturbation & pufferfish \\ \hyperlink{song2017pufferfish}{Song et al.} & finite & batch & global & event & dependence & perturbation & pufferfish \\
\cite{song2017pufferfish} & & & & & & (Laplace) & \\ \hdashline \cite{song2017pufferfish} & & & & & & (Laplace) & \\ \hdashline
\hyperlink{fan2013differentially}{\textbf{Fan et al.}} & finite & streaming & global & user & correlation & perturbation & differential \\ \hyperlink{fan2013differentially}{\textbf{Fan et al.}} & finite & streaming & global & user & dependence & perturbation & differential \\
\cite{fan2013differentially} & (sequential) & & & & (spatiotemporal) & (Laplace) & privacy \\ \hdashline \cite{fan2013differentially} & (sequential) & & & & (spatiotemporal) & (Laplace) & privacy \\ \hdashline
\hyperlink{fan2014adaptive}{\emph{FAST}} & finite & streaming & global & user & linkage & perturbation & differential \\ \hyperlink{fan2014adaptive}{\emph{FAST}} & finite & streaming & global & user & linkage & perturbation & differential \\
\cite{fan2014adaptive} & & & & & & (Laplace) & privacy \\ \hdashline \cite{fan2014adaptive} & & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{wang2017cts}{\emph{CTS-DP}} & finite & streaming & global & event & correlation & perturbation & differential \\ \hyperlink{wang2017cts}{\emph{CTS-DP}} & finite & streaming & global & event & dependence & perturbation & differential \\
\cite{wang2017cts} & & & & & (auto) & (Laplace) & privacy \\ \cite{wang2017cts} & & & & & (serial) & (Laplace) & privacy \\
\midrule \midrule
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\hyperlink{kellaris2014differentially}{Kellaris et al.} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\ \hyperlink{kellaris2014differentially}{Kellaris et al.} & infinite & streaming & global & $w$-event & linkage & perturbation & differential \\
\cite{kellaris2014differentially} & & & & & & (Laplace) & privacy \\ \hdashline \cite{kellaris2014differentially} & & & & & & (Laplace) & privacy \\ \hdashline
\hyperlink{wang2016rescuedp}{\textbf{\emph{RescueDP}}} & infinite & streaming & global & $w$-event & correlation & perturbation & differential \\ \hyperlink{wang2016rescuedp}{\textbf{\emph{RescueDP}}} & infinite & streaming & global & $w$-event & dependence & perturbation & differential \\
\cite{wang2016rescuedp} & & & & & (auto) & (Laplace) & privacy \\ \hdashline \cite{wang2016rescuedp} & & & & & (serial) & (Laplace) & privacy \\ \hdashline
\hyperlink{erlingsson2014rappor}{\emph{RAPPOR}} & infinite & streaming & local & user & linkage & randomization (ran- & differential \\ \hyperlink{erlingsson2014rappor}{\emph{RAPPOR}} & infinite & streaming & local & user & linkage & randomization (ran- & differential \\
\cite{erlingsson2014rappor} & & & & & & domized response) & privacy \\ \hdashline \cite{erlingsson2014rappor} & & & & & & domized response) & privacy \\ \hdashline
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\hyperlink{quoc2017privapprox}{\emph{PrivApprox}} & infinite & streaming & global & event & linkage & randomization (ran- & differential \\ \hyperlink{quoc2017privapprox}{\emph{PrivApprox}} & infinite & streaming & global & event & linkage & randomization (ran- & differential \\
\cite{quoc2017privapprox} & & & & & & domized response) & privacy \\ \hdashline \cite{quoc2017privapprox} & & & & & & domized response) & privacy \\ \hdashline
\hyperlink{li2007hiding}{Li et al.} & infinite & streaming & global & event & correlation & randomization & - \\ \hyperlink{li2007hiding}{Li et al.} & infinite & streaming & global & event & dependence & randomization & - \\
\cite{li2007hiding} & & & & & (auto) & & \\ \hdashline \cite{li2007hiding} & & & & & (serial) & & \\ \hdashline
\hyperlink{chen2017pegasus}{\emph{PeGaSus}} & infinite & streaming & global & event & linkage & perturbation & differential \\ \hyperlink{chen2017pegasus}{\emph{PeGaSus}} & infinite & streaming & global & event & linkage & perturbation & differential \\
\cite{chen2017pegasus} & & & & & & (Laplace) & privacy \\ \hdashline \cite{chen2017pegasus} & & & & & & (Laplace) & privacy \\ \hdashline