rework after filage
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Arthur Grisel-Davy
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6 changed files with 103 additions and 90 deletions
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PhD/research_proposal/images/main_illustration.pdf
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PhD/research_proposal/images/main_illustration.pdf
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@ -38,11 +38,11 @@
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\end{center}
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\end{frame}
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\begin{frame}{Introduction}
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\begin{center}
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{\LARGE 2. Process assessement require process-related information.}
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\end{center}
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\end{frame}
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%\begin{frame}{Introduction}
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% \begin{center}
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% {\LARGE 2. Process assessement require process-related information.}
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% \end{center}
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%\end{frame}
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\begin{frame}{Introduction}
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\begin{center}
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@ -84,90 +84,103 @@
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\end{columns}
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\end{frame}
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\begin{frame}{Prelimirary Work - EET1}
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\begin{figure}
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\centering
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\includegraphics[width=\textwidth]{images/overview_eet1.pdf}
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\end{figure}
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Attacks: Firmware Changes, SSH Logs Tempering, Hardware Tempering
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\begin{frame}{Preliminary Work}
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% Figure from the EMSOFT presentation with the different side channels and our solution
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\begin{center}
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\only<1>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p1.pdf}}
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\only<2>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p2.pdf}}
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\only<3>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p3.pdf}}
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\only<4>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p4.pdf}}
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\only<5>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p5.pdf}}
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\only<6>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p6.pdf}}
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\end{center}
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\end{frame}
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\begin{frame}{Prelimirary Work - EET1: Firmware}
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\begin{figure}
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\centering
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\includegraphics[height=0.9\textheight]{images/Firmware_Comparison_TD_direct.pdf}
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\end{figure}
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\end{frame}
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%\begin{frame}{Prelimirary Work - EET1}
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% \begin{figure}
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% \centering
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% \includegraphics[width=\textwidth]{images/overview_eet1.pdf}
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% \end{figure}
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% Attacks: Firmware Changes, SSH Logs Tempering, Hardware Tempering
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%\end{frame}
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%
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%\begin{frame}{Prelimirary Work - EET1: Firmware}
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% \begin{figure}
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% \centering
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% \includegraphics[height=0.9\textheight]{images/Firmware_Comparison_TD_direct.pdf}
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% \end{figure}
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%\end{frame}
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%
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%\begin{frame}{Prelimirary Work - EET1: Firmware}
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% \begin{table}[ht]
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% \centering
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% \begin{tabular}{lccc}
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% \toprule
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% \textbf{Attack} & \textbf{Model} & \textbf{F1 Score} & \textbf{Accuracy} \tabularnewline
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% \midrule
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% \multirow{2}*{Firmware Changes DC} & RFC & \numprint[\%]{100} & \numprint[\%]{100} \tabularnewline
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% & SVM & \numprint[\%]{96.8} & \numprint[\%]{99.3}\tabularnewline
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% \midrule
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% \multirow{3}*{SSH Logs Tempering}& RFC & \numprint[\%]{95} & \numprint[\%]{97} \tabularnewline
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% & SVM & \numprint[\%]{96} & \numprint[\%]{98} \tabularnewline
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% & 1D-CNN & \numprint[\%]{93} & \numprint[\%]{96} \tabularnewline
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% \midrule
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% \multirow{3}*{Hardware Tempering} & DC SVM & & \numprint[\%]{100} \tabularnewline
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% & DC KNN & & \numprint[\%]{100} \tabularnewline
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% & AC SVM & & \numprint[\%]{99.5} \tabularnewline
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% \bottomrule
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% \end{tabular}
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%\end{table}
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%
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% \footnote{Published in \textit{Side-channel Based Runtime Intrusion Detection for Network Equipment} at MLCS (Workshop of ECML-PKDD 2023)}
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%\end{frame}
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%
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%\begin{frame}{ Preliminary Work - xPSU}
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% \begin{figure}
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% \centering
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% \includegraphics[height=0.9\textheight]{images/xpsu_illustration.pdf}
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% \end{figure}
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%\end{frame}
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%
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%\begin{frame}{Preliminary Work - SDS \& BPV}
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% \begin{figure}
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% \centering
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% \includegraphics[width=\textwidth]{images/sds_illustration.pdf}
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% \end{figure}
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%\end{frame}
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%
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%\begin{frame}{Preliminary Work - SDS \& BPV}
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% \begin{figure}
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% \centering
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% \includegraphics[width=0.9\textwidth]{images/training_bpv.pdf}
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% \end{figure}
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%\end{frame}
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%
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%\begin{frame}{Preliminary Work - SDS \& BPV}
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%\begin{table}[ht]
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%\centering
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%\begin{tabular}{lccc}
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% \toprule
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% \textbf{Test Case} & \textbf{Experiment} & \textbf{F1 Score} \tabularnewline
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% \toprule
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% \multirow{4}*{Network Devices} & TP-Link switch & 0.87\tabularnewline
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% & HP switch & 0.98 \tabularnewline
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% & Asus Router & 1.00\tabularnewline
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% & Linksys Router & 0.92\tabularnewline
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% \midrule
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% \multirow{4}*{Drone} & Original & 1.00\tabularnewline
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% & Compiled & 1.00\tabularnewline
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% & Low Battery & 1.00\tabularnewline
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% & Bootloader Bug & 1.00\tabularnewline
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% \bottomrule
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%\end{tabular}
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%\end{table}
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% \footnote{Published in \textit{Work-in-Progress: Boot Sequence Integrity Verification with Power Analysis} at EMSOFT 2022\\
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% and in \textit{Independent Boot Process Verification using Side-Channel Power Analysis} at QRS 2023}
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%\end{frame}
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\begin{frame}{Prelimirary Work - EET1: Firmware}
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\begin{table}[ht]
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\centering
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\begin{tabular}{lccc}
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\toprule
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\textbf{Attack} & \textbf{Model} & \textbf{F1 Score} & \textbf{Accuracy} \tabularnewline
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\midrule
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\multirow{2}*{Firmware Changes DC} & RFC & \numprint[\%]{100} & \numprint[\%]{100} \tabularnewline
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& SVM & \numprint[\%]{96.8} & \numprint[\%]{99.3}\tabularnewline
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\midrule
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\multirow{3}*{SSH Logs Tempering}& RFC & \numprint[\%]{95} & \numprint[\%]{97} \tabularnewline
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& SVM & \numprint[\%]{96} & \numprint[\%]{98} \tabularnewline
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& 1D-CNN & \numprint[\%]{93} & \numprint[\%]{96} \tabularnewline
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\midrule
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\multirow{3}*{Hardware Tempering} & DC SVM & & \numprint[\%]{100} \tabularnewline
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& DC KNN & & \numprint[\%]{100} \tabularnewline
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& AC SVM & & \numprint[\%]{99.5} \tabularnewline
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\bottomrule
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\end{tabular}
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\end{table}
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\footnote{Published in \textit{Side-channel Based Runtime Intrusion Detection for Network Equipment} at MLCS (Workshop of ECML-PKDD 2023)}
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\end{frame}
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\begin{frame}{ Preliminary Work - xPSU}
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\begin{figure}
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\centering
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\includegraphics[height=0.9\textheight]{images/xpsu_illustration.pdf}
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\end{figure}
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\end{frame}
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\begin{frame}{Preliminary Work - SDS \& BPV}
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\begin{figure}
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\centering
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\includegraphics[width=\textwidth]{images/sds_illustration.pdf}
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\end{figure}
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\end{frame}
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\begin{frame}{Preliminary Work - SDS \& BPV}
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\begin{figure}
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\centering
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\includegraphics[width=0.9\textwidth]{images/training_bpv.pdf}
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\end{figure}
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\end{frame}
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\begin{frame}{Preliminary Work - SDS \& BPV}
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\begin{table}[ht]
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\centering
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\begin{tabular}{lccc}
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\toprule
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\textbf{Test Case} & \textbf{Experiment} & \textbf{F1 Score} \tabularnewline
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\toprule
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\multirow{4}*{Network Devices} & TP-Link switch & 0.87\tabularnewline
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& HP switch & 0.98 \tabularnewline
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& Asus Router & 1.00\tabularnewline
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& Linksys Router & 0.92\tabularnewline
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\midrule
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\multirow{4}*{Drone} & Original & 1.00\tabularnewline
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& Compiled & 1.00\tabularnewline
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& Low Battery & 1.00\tabularnewline
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& Bootloader Bug & 1.00\tabularnewline
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\bottomrule
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\end{tabular}
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\end{table}
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\footnote{Published in \textit{Work-in-Progress: Boot Sequence Integrity Verification with Power Analysis} at EMSOFT 2022\\
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and in \textit{Independent Boot Process Verification using Side-Channel Power Analysis} at QRS 2023}
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\end{frame}
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\begin{frame}{Overview}
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\begin{frame}{Future Work}
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\begin{figure}
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\centering
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\includegraphics[width=\textwidth]{images/intro_dsd.pdf}
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@ -192,26 +205,26 @@
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\end{center}
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\end{frame}
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\begin{frame}{Planned Work - SSSM}
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\begin{frame}{Current Work - SSSM}
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\begin{figure}
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\centering
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\includegraphics[width=0.9\textwidth]{images/dsd_illustration.pdf}
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\end{figure}
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\end{frame}
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\begin{frame}{Planned Work - SSSM}
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\begin{frame}{Current Work - SSSM}
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\begin{figure}
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\centering
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\includegraphics[width=0.9\textwidth]{images/dsd_acc.pdf}
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\end{figure}
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\end{frame}
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\begin{frame}{Planned Work - SSSM}
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\begin{frame}{Current Work - SSSM}
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\begin{figure}
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\centering
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\includegraphics[width=0.9\textwidth]{images/preds.pdf}
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\end{figure}
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\end{frame}
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\begin{frame}{Planned Work - SSSM}
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\begin{frame}{Current Work - SSSM}
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Next Steps:
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\begin{itemize}
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\item Evaluate performances on a wider range of devices.
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