\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}