\subsection{Datasets}
\subsubsection{US census}
Retiring adult allow to control which states of the US are used~\cite{ding2021retiring}.

\subsubsection{UTKFace}
This images dataset is composed of 20,000 pictures of faces~\cite{zhifei2017cvpr}.

\subsection{Data pipeline}
\input{figure/tikz/data_flow/step1}
\input{figure/tikz/data_flow/step2}
\input{figure/tikz/data_flow/step3}

\subsection{Generator training}
\subsubsection{Auto encoder}
\subsubsection{Variational auto encoder}

\subsection{Predictor training}
\subsubsection{Fully connected neural network}
\subsubsection{Convolutional neural network}

\subsection{Attack training}
\subsubsection{Membership inference attack}
\subsubsection{Attribute inference attack}
