ACSAC/figures/fig_advdebias_utility.tex


1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23

\begin{figure}[!htb]
    \centering
    \begin{minipage}[b]{1\linewidth}
    \centering
   \subfigure[\census]{
   \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/census/census_advdeb_utility.pdf}
   }%
    \subfigure[\compas]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/compas/compas_advdeb_utility.pdf}
    }
    \end{minipage}\\
   \begin{minipage}[b]{1\linewidth}
   \centering
   \subfigure[\meps]{
   \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/meps/meps_advdeb_utility.pdf}
   }%
    \subfigure[\lfw]{
    \includegraphics[width=0.49\linewidth]{ACSAC/figures/advdebias/lfw/lfw_advdeb_utility.pdf}
    }
   \end{minipage}
    \caption{Utility degradation for \advdebias: We observe a statistically significant drop in $\targetmodel$'s accuracy on using \advdebias.}
    \label{fig:utilityAdvDebias2}
\end{figure}