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‎experiment.tex

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\textbf{Generation of synthetic datasets from a public dataset:} Synthetic datasets were generated with the aim of testing the performance of the metrics. These datasets were preceded by perturbations designed to alter both the number of items using a purely quantitative approach and the statistical distribution of the dataset. The alterations involved multiple columns to assess the behavior of the weighted metrics.
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\textbf{Identification of parameters:} To apply the modifications mentioned above, it was necessary to identify the parameters to be altered. Figure \ref{fig:distributions} shows plots of the statistical distributions and features involved in the identification process.

‎main.tex

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\usepackage{cite}
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\usepackage{graphicx}
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\usepackage{psfrag}
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\usepackage{subfigure}
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\usepackage{url}
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\usepackage{color}
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\usepackage{balance}
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\usepackage[all]{xy}
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\usepackage{xspace}
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\usepackage{listings}
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\usepackage{adjustbox}
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\usepackage{array,booktabs,arydshln,xcolor}
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\usepackage{tikz}
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\usetikzlibrary{shapes,patterns,calc,shapes.geometric,arrows}

‎pipeline_template_example.tex

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\begin{table*}[ht!]
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\centering
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\caption{Anonymization policies}
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\label{tab:anonymization}
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\bgroup
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\def\arraystretch{1.5}
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\begin{tabular}{c|c||l}
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\textbf{Policy} & \textbf{Service} & \textbf{Anonymization} \\ \hline
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$\p{1}$ & \s{1} & \policy{$\langle service,owner=``CTP"\rangle$}{dataset}{READ}{ANY}{\varnothing} \\
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$\p{2}$ & \s{1} & \policy{$\langle service,owner=partner(``CTP") \rangle$}{dataset}{READ}{ANY}{light\_anonymization} \\
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$\p{3}$ & \s{1} & \policy{$\langle service,owner=``Connecticut Prison"$}{dataset}{READ}{ANY}{full\_anonymization} \\
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$\p{4}$ & \s{4} & \policy{ANY}{dataset}{READ}{ANY}{full\_anonymization} \\
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$\p{5}$ & \s{5} & \policy{$\langle service,region=``FACILITY"\rangle$}{dataset}{WRITE}{ANY}{none} \\
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$\p{6}$ & \s{5} & \policy{$\langle service,region=``{CT,NY,NH}"\rangle$}{dataset}{WRITE}{ANY}{light\_anonymization} \\
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$\p{7}$ & \s{6} & \policy{$\langle,user,role= ``Connecticut Prison Officer"$}{dataset} {READ}{ANY}{none} \\
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$\p{7}$ & \s{6} & \policy{$\langle,user,role= ``Partener Prison Officer"$}{dataset} {READ}{ANY}{light\_anonymization} \\
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$\p{8}$ & \s{6} & \policy{$\langle,user,role= ``Any"$}{dataset} {READ}{ANY}{full\_anonymization} \\
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\begin{tabular}[t]{c|c|l}
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\textbf{Service} & \textbf{Policy} & \textbf{\policy{subject}{object}{action}{environment}{transformation}} \\ \hline
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\vi{1} & $\p{1}$ & \policy{$\langle service,owner=``CTP"\rangle$}{dataset}{READ}{ANY}{ \tf{1} } \\
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\vi{1} & $\p{2}$ & \policy{$\langle service,owner=partner(``CTP") \rangle$}{dataset}{READ}{ANY}{ \tf{2} } \\
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\vi{1} & $\p{3}$ & \policy{$\langle service,owner=``Connecticut Prison"$}{dataset}{READ}{ANY}{ \tf{3} } \\
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\vi{4} & $\p{4}$ & \policy{ANY}{dataset}{READ}{ANY}{ \tf{3} } \\
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\vi{5} & $\p{5}$ & \policy{$\langle service,region=``FACILITY"\rangle$}{dataset}{WRITE}{ANY}{ \tf{1} } \\
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\vi{5} & $\p{6}$ & \policy{$\langle service,region=``{CT,NY,NH}"\rangle$}{dataset}{WRITE}{ANY}{ \tf{2} } \\
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\vi{6} & $\p{7}$ & \policy{$\langle user,role= ``Connecticut Prison Officer"$}{dataset} {READ}{ANY}{ \tf{1} } \\
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\vi{6} & $\p{7}$ & \policy{$\langle user,role= ``Partener Prison Officer"$}{dataset} {READ}{ANY}{ \tf{2} } \\
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\vi{6} & $\p{8}$ & \policy{$\langle user,role= ``Any"$}{dataset} {READ}{ANY}{ \tf{3} } \\
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\end{tabular}
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\begin{tabular}[t]{c|c|c}
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\textbf{\tf{i}} & \textbf{Transformation} & \textbf{Columns Anonymized} \\\hline
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\tf{1} & none & $\varnothing$ \\
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\tf{2} & light\_anonymization & \{ FIRST NAME, LAST NAME \} \\
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\tf{3} & full\_anonymization & \{ FIRST NAME, LAST NAME, IDENTIFIER,AGE \} \\
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\end{tabular}
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\egroup
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\caption{Anonymization policies}
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\label{tab:anonymization}
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\end{table*}
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\vspace{2em}
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\begin{table*}[!ht]
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\centering
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\begin{adjustbox}{max totalsize={.99\linewidth}{\textheight},center}
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\bgroup
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\def\arraystretch{1.5}
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\begin{tabular}{|l|l|l|l|l|l|l|l|l|l|l|l|}
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\hline
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\textbf{DOWNLOAD DATE} & \textbf{IDENTIFIER} & \textbf{LAD} & \textbf{RACE} & \textbf{GENDER} & \textbf{AGE} & \textbf{BOND} & \textbf{OFFENSE} & \textbf{\dots} & \textbf{FIRST NAME} & \textbf{LAST NAME} \\ \hline
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05/15/2020 & ZZHCZBZZ & 08/16/2018 & BLACK & M & 27 & 150000 & CRIMINAL POSS \dots & \dots & ROBERT & PIERCE \\ \hline
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05/15/2020 & ZZHZZRLR & 03/28/2019 & HISPANIC & M & 41 & 30100 & VIOLATION OF P\dots & \dots & KYLE & LESTER \\ \hline
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05/15/2020 & ZZSRJBEE & 04/03/2020 & HISPANIC & M & 21 & 150000 & CRIMINAL ATTEM\dots & \dots & JASON & HAMMOND \\ \hline
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05/15/2020 & ZZHBJLRZ & 01/15/2020 & WHITE & M & 36 & 50500 & CRIM VIOL OF P\dots & \dots & ERIC & TOWNSEND \\ \hline
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05/15/2020 & ZZSRRCHH & 12/26/2018 & HISPANIC & M & 29 & 100000 & CRIMINAL ATTEM\dots & \dots & MICHAEL & WHITE \\ \hline
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05/15/2020 & ZZEJCZWW & 01/03/2020 & WHITE & M & 54 & 100000 & CRIM VIOL OF P\dots & \dots & JOHN & HARPER \\ \hline
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05/15/2020 & ZZHJBJBR & 03/19/2020 & HISPANIC & M & 35 & 100000 & CRIM VIOL ST C\dots & \dots & KENNETH & JUAREZ \\ \hline
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05/15/2020 & ZZESESZW & 12/03/2018 & WHITE & M & 55 & 50000 & ASSAULT 2ND, V\dots & \dots & MICHAEL & SANTOS \\ \hline
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05/15/2020 & ZZRCSHCZ & 05/13/2020 & BLACK & M & 43 & 10000 & INTERFERING WIT\dots & \dots & CHRISTOPHER & JONES \\ \hline
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\end{tabular}
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\egroup
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\end{adjustbox}
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\end{table*}
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\begin{figure}[ht!]
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\centering
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\begin{tikzpicture}[scale=0.85]

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