\documentclass{article} \usepackage{graphicx} \usepackage{amsmath} \usepackage{amsthm} \usepackage{amsfonts} \usepackage{algpseudocode} \usepackage{algorithm} \usepackage{placeins} \usepackage{subcaption} \usepackage{graphicx} \usepackage{setspace} \newtheorem{definition}{Definition} \newtheorem{theorem}{Theorem} \newtheorem{lemma}{Lemma} \newtheorem{corollary}{Corollary}[theorem] \doublespace \begin{document} \begin{abstract} The abstract \end{abstract} \tableofcontents \newpage \section{Introduction} \input{introduction} \section{Finit classification} \input{finit_classif} \section{Applications} \input{utility} \subsection{Attribute inference attack} \subsection{Painting classification} \subsection{Lora} \subsection{Tabular data} \input{tabular} \subsection{Movie recommender system} \subsection{labeled faces in the wild} \section{Computing cost} \subsection{Cost of training} \subsection{Cost of inference} \section{Decentralization} \subsection{Sharing indexes} \subsection{Sharing matrix of probability law} \section{Privacy} \subsection{Private indexing} \subsection{Differential privacy} \section{Fairness} \subsection{Preprocessing} \subsection{Inprocessing and postprocessing} \section{Explainability} \subsection{Transparancy} \subsection{Interpretability} \subsection{Explainability} \section{Conclusion} \end{document}