add bpreliminary work presentation
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2 changed files with 90 additions and 4 deletions
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PhD/research_proposal/images/training_bpv.pdf
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PhD/research_proposal/images/training_bpv.pdf
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\usepackage{xcolor}
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\usepackage{xcolor}
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\usepackage[scale=2]{ccicons}
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\usepackage[scale=2]{ccicons}
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\usepackage{pgfplots}
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\usepackage{pgfplots}
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\usepackage{numprint}
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\usepackage{booktabs}
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\usepackage{booktabs}
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\usepgfplotslibrary{dateplot}
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\usepgfplotslibrary{dateplot}
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\usepackage{hyperref}
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\usepackage{hyperref}
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\usepackage{multirow}
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\usepackage{multirow}
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\usepackage{tcolorbox}
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\usepackage{array}
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\usepackage{array}
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\usepackage{xspace}
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\usepackage{xspace}
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\usepackage{biblatex}
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\title{PhD Research proposal: Physics Based Security}
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\title{PhD Research proposal: Physics Based Security}
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\subtitle{}
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\subtitle{}
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\author{Arthur Grisel-Davy}
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\author{Arthur Grisel-Davy}
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\institute{University of Waterloo, Canada}
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\institute{University of Waterloo, Canada}
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\begin{document}
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\begin{document}
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\maketitle
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\maketitle
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\begin{frame}{Common IDS Solution}
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\begin{frame}{Common IDS Solution}
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% Figure from the EMSOFT presentation with the different side channels and our solution
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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/main_illustration_p1.pdf}}
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\only<2>{\includegraphics[width=\textwidth]{images/main_illustration_p2.pdf}}
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\only<3>{\includegraphics[width=\textwidth]{images/main_illustration_p3.pdf}}
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\only<4>{\includegraphics[width=\textwidth]{images/main_illustration_p4.pdf}}
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\end{center}
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\end{frame}
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\end{frame}
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\begin{frame}{Side Channels}
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\begin{frame}{Features of Side-Channels}
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% advantages of power side channel
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\begin{columns}
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\begin{column}{0.5\textwidth}
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{\color{green}Advantages}
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\begin{itemize}
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\item Easy to Measure
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\item Hard to Forge
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\item Independent from the System
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\item Low Intrusiveness
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\item No Client Required
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\end{itemize}
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\end{column}
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\begin{column}{0.5\textwidth}
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{\color{red}Inconvenients}
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\begin{itemize}
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\item Only Partial Information
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\item Aggregated Signal of All Components
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\item Require New Processing Tools
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\end{itemize}
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\vfill
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\end{column}
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\end{columns}
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\end{frame}
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\end{frame}
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\begin{frame}{Prelimirary Work - EET1}
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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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\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: 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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\label{tab:fw-results}
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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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\end{frame}
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\begin{frame}{ Preliminary Work - xPSU}
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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 - xPSU}
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\end{frame}
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\end{frame}
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\begin{frame}{Preliminary Work - SDS \& BPV}
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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=0.8\textwidth]{images/training_bpv.pdf}
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\end{figure}
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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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\end{frame}
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\begin{frame}{Main problem Statement}
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\begin{frame}{Main problem Statement}
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\end{document}
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\end{document}
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