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add bpreliminary work presentation

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Arthur Grisel-Davy 2023-08-01 15:56:33 -04:00
parent 027f682177
commit fee0323ee1
2 changed files with 90 additions and 4 deletions
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PhD/research_proposal/images/training_bpv.pdf Normal file
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PhD/research_proposal/presentation.tex
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@ -6,12 +6,15 @@
\usepackage{xcolor}
\usepackage[scale=2]{ccicons}
\usepackage{pgfplots}
\usepackage{numprint}
\usepackage{booktabs}
\usepgfplotslibrary{dateplot}
\usepackage{hyperref}
\usepackage{multirow}
\usepackage{multirow}
\usepackage{tcolorbox}
\usepackage{array}
\usepackage{xspace}
\usepackage{biblatex}
\title{PhD Research proposal: Physics Based Security}
\subtitle{}
@ -19,7 +22,6 @@
\author{Arthur Grisel-Davy}
\institute{University of Waterloo, Canada}
\begin{document}
\maketitle
@ -30,19 +32,102 @@
\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}{Side Channels}
% advantages of power side channel
\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}
@ -51,5 +136,6 @@
\end{document}