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\title{PhD Research proposal: Physics Based Security}
\subtitle{}
\date{}
\author{Arthur Grisel-Davy}
\institute{University of Waterloo, Canada}

\begin{document}

\maketitle

\begin{frame}{Introduction}
    
\end{frame}

\begin{frame}{Common IDS Solution}
    % Figure from the EMSOFT presentation with the different side channels and our solution
    \begin{center}
        \only<1>{\includegraphics[width=\textwidth]{images/main_illustration_p1.pdf}}
        \only<2>{\includegraphics[width=\textwidth]{images/main_illustration_p2.pdf}}
        \only<3>{\includegraphics[width=\textwidth]{images/main_illustration_p3.pdf}}
        \only<4>{\includegraphics[width=\textwidth]{images/main_illustration_p4.pdf}}
    \end{center}
\end{frame}

\begin{frame}{Features of Side-Channels}
    \begin{columns}
    \begin{column}{0.5\textwidth}
        {\color{green}Advantages}
        \begin{itemize}
            \item Easy to Measure
            \item Hard to Forge
            \item Independent from the System
            \item Low Intrusiveness
            \item No Client Required
        \end{itemize}
    \end{column}
    \begin{column}{0.5\textwidth}
        {\color{red}Inconvenients}
        \begin{itemize}
            \item Only Partial Information
            \item Aggregated Signal of All Components
            \item Require New Processing Tools
        \end{itemize}
        \vfill
    \end{column}
    \end{columns}
\end{frame}

\begin{frame}{Prelimirary Work - EET1}
    \begin{figure}
        \centering
        \includegraphics[width=\textwidth]{images/overview_eet1.pdf}
    \end{figure}
    Attacks: Firmware Changes, SSH Logs Tempering, Hardware Tempering
\end{frame}

\begin{frame}{Prelimirary Work - EET1: Firmware}
    \begin{figure}
        \centering
        \includegraphics[height=0.9\textheight]{images/Firmware_Comparison_TD_direct.pdf}
    \end{figure}
\end{frame}

\begin{frame}{Prelimirary Work - EET1: Firmware}
    \begin{table}[ht]
    \centering
    \begin{tabular}{lccc}
        \toprule
        \textbf{Attack} & \textbf{Model} & \textbf{F1 Score} & \textbf{Accuracy} \tabularnewline
        \midrule
        \multirow{2}*{Firmware Changes DC} & RFC & \numprint[\%]{100}  & \numprint[\%]{100} \tabularnewline
                                           & SVM & \numprint[\%]{96.8} & \numprint[\%]{99.3}\tabularnewline
        \midrule
        \multirow{3}*{SSH Logs Tempering}& RFC &    \numprint[\%]{95}  & \numprint[\%]{97} \tabularnewline
                                         & SVM &    \numprint[\%]{96} & \numprint[\%]{98} \tabularnewline
                                         & 1D-CNN & \numprint[\%]{93} & \numprint[\%]{96} \tabularnewline
        \midrule
        \multirow{3}*{Hardware Tempering} & DC SVM &  & \numprint[\%]{100} \tabularnewline
                                          & DC KNN &  & \numprint[\%]{100} \tabularnewline
                                          & AC SVM &  & \numprint[\%]{99.5} \tabularnewline
        \bottomrule
    \end{tabular}
    \label{tab:fw-results}
\end{table}

    \footnote{Published in \textit{Side-channel Based Runtime Intrusion Detection for Network Equipment} at MLCS (Workshop of ECML-PKDD 2023)}
\end{frame}

\begin{frame}{ Preliminary Work - xPSU}
    \begin{figure}
        \centering
        \includegraphics[height=0.9\textheight]{images/xpsu_illustration.pdf}
    \end{figure}
\end{frame}
\begin{frame}{ Preliminary Work - xPSU}

\end{frame}

\begin{frame}{Preliminary Work - SDS \& BPV}
    \begin{figure}
        \centering
        \includegraphics[width=\textwidth]{images/sds_illustration.pdf}
    \end{figure}
\end{frame}

\begin{frame}{Preliminary Work - SDS \& BPV}
    \begin{figure}
        \centering
        \includegraphics[width=0.8\textwidth]{images/training_bpv.pdf}
    \end{figure}
    \footnote{Published in \textit{Work-in-Progress: Boot Sequence Integrity Verification with Power Analysis} at EMSOFT 2022\\
    and in \textit{Independent Boot Process Verification using Side-Channel Power Analysis} at QRS 2023}
\end{frame}

\begin{frame}{Main problem Statement}
    % Problem statement for DSD
\end{frame}




\end{document}