From faa07a8f3337c5d191597ea9b9587cc0969d663c Mon Sep 17 00:00:00 2001 From: Jan Aalmoes Date: Fri, 13 Sep 2024 00:07:42 +0200 Subject: =?UTF-8?q?avnac=C3=A9=20aia,=20remerciement=20notations,=20notes?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ACSAC/tables/tab_attack.tex | 30 ++++++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) create mode 100644 ACSAC/tables/tab_attack.tex (limited to 'ACSAC/tables/tab_attack.tex') diff --git a/ACSAC/tables/tab_attack.tex b/ACSAC/tables/tab_attack.tex new file mode 100644 index 0000000..51974df --- /dev/null +++ b/ACSAC/tables/tab_attack.tex @@ -0,0 +1,30 @@ +\begin{table}[!htb] +%\vspace{-3mm} +\caption{\adaptiveAIAHard and \adaptiveAIASoft outperform their respective baselines. We report attack accuracy over ten runs.} +\begin{center} +%\footnotesize +\scriptsize +\begin{tabular}{ l | c | c } +\hline +\rowcolor{LightCyan} & \multicolumn{2}{c}{\ref{tm:hard}}\\ +\rowcolor{LightCyan} \textbf{Dataset} & \textbf{Baseline ($\upsilon$=0.50)} & \textbf{\adaptiveAIAHard}\\ +\rowcolor{LightCyan} & \textbf{\race} | \textbf{\sex}& \textbf{\race} | \textbf{\sex}\\ +\textbf{\census} & 0.50 $\pm$ 0.00 | 0.50 $\pm$ 0.00& \textbf{0.56 $\pm$ 0.01} | \textbf{0.58 $\pm$ 0.01} \\ +\textbf{\compas}& \textbf{0.62 $\pm$ 0.03} | 0.50 $\pm$ 0.00& \textbf{0.62 $\pm$ 0.03} | \textbf{0.57 $\pm$ 0.03} \\ +\textbf{\meps} & 0.51 $\pm$ 0.01 | \textbf{0.55 $\pm$ 0.02} & \textbf{0.53 $\pm$ 0.01} | \textbf{0.55 $\pm$ 0.01} \\ +\textbf{\lfw} & 0.59 $\pm$ 0.00 | 0.64 $\pm$ 0.15& \textbf{0.61 $\pm$ 0.11} | \textbf{0.78 $\pm$ 0.05} \\ +\hline +\rowcolor{LightCyan} & \multicolumn{2}{c}{\ref{tm:soft}} \\ +\rowcolor{LightCyan} \textbf{Dataset} & \textbf{Baseline ($\upsilon$=0.50)} & \textbf{\adaptiveAIASoft} \\ + \rowcolor{LightCyan} & \textbf{\race} | \textbf{\sex} & \textbf{\race} | \textbf{\sex}\\ +\hline +\textbf{\census}& 0.50 $\pm$ 0.02 | 0.56 $\pm$ 0.04 & \textbf{0.61 $\pm$ 0.02} | \textbf{0.68 $\pm$ 0.01} \\ +\textbf{\compas}& \textbf{0.62 $\pm$ 0.03} | 0.50 $\pm$ 0.00 & \textbf{0.62 $\pm$ 0.03} | \textbf{0.57 $\pm$ 0.03} \\ +\textbf{\meps} & 0.52 $\pm$ 0.02 | 0.55 $\pm$ 0.02 & \textbf{0.60 $\pm$ 0.02} | \textbf{0.62 $\pm$ 0.02}\\ +\textbf{\lfw} & 0.50 $\pm$ 0.10 | \textbf{0.77 $\pm$ 0.07} & \textbf{0.61 $\pm$ 0.10} | \textbf{0.79 $\pm$ 0.05}\\ +\hline +\end{tabular} +\end{center} +\label{tab:global_threshold_withoutsattr} +%\vspace{-5mm} +\end{table} \ No newline at end of file -- cgit v1.2.3