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diff --git a/PhD/research_proposal/presentation.tex b/PhD/research_proposal/presentation.tex
index f169826..8b56e7e 100644
--- a/PhD/research_proposal/presentation.tex
+++ b/PhD/research_proposal/presentation.tex
@@ -38,11 +38,11 @@
     \end{center}
 \end{frame}
 
-\begin{frame}{Introduction}
-    \begin{center}
-    {\LARGE 2. Process assessement require process-related information.}
-    \end{center}
-\end{frame}
+%\begin{frame}{Introduction}
+%    \begin{center}
+%    {\LARGE 2. Process assessement require process-related information.}
+%    \end{center}
+%\end{frame}
 
 \begin{frame}{Introduction}
     \begin{center}
@@ -84,90 +84,103 @@
     \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
+
+\begin{frame}{Preliminary Work}
+    % Figure from the EMSOFT presentation with the different side channels and our solution
+    \begin{center}
+        \only<1>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p1.pdf}}
+        \only<2>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p2.pdf}}
+        \only<3>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p3.pdf}}
+        \only<4>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p4.pdf}}
+        \only<5>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p5.pdf}}
+        \only<6>{\includegraphics[width=\textwidth]{images/timeline_pastwork_p6.pdf}}
+    \end{center}
 \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}
+%    \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}
+%\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 - 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=0.9\textwidth]{images/training_bpv.pdf}
+%    \end{figure}
+%\end{frame}
+%
+%\begin{frame}{Preliminary Work - SDS \& BPV}
+%\begin{table}[ht]
+%\centering
+%\begin{tabular}{lccc}
+%    \toprule
+%    \textbf{Test Case} & \textbf{Experiment} & \textbf{F1 Score} \tabularnewline
+%    \toprule
+%    \multirow{4}*{Network Devices} & TP-Link switch & 0.87\tabularnewline
+%                                   & HP switch & 0.98 \tabularnewline
+%                                   & Asus Router & 1.00\tabularnewline
+%                                   & Linksys Router & 0.92\tabularnewline
+%    \midrule
+%    \multirow{4}*{Drone} & Original & 1.00\tabularnewline
+%                         & Compiled & 1.00\tabularnewline
+%                         & Low Battery & 1.00\tabularnewline
+%                         & Bootloader Bug & 1.00\tabularnewline
+%    \bottomrule
+%\end{tabular}
+%\end{table}
+%    \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}{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}
-\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 - 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=0.9\textwidth]{images/training_bpv.pdf}
-    \end{figure}
-\end{frame}
-
-\begin{frame}{Preliminary Work - SDS \& BPV}
-\begin{table}[ht]
-\centering
-\begin{tabular}{lccc}
-    \toprule
-    \textbf{Test Case} & \textbf{Experiment} & \textbf{F1 Score} \tabularnewline
-    \toprule
-    \multirow{4}*{Network Devices} & TP-Link switch & 0.87\tabularnewline
-                                   & HP switch & 0.98 \tabularnewline
-                                   & Asus Router & 1.00\tabularnewline
-                                   & Linksys Router & 0.92\tabularnewline
-    \midrule
-    \multirow{4}*{Drone} & Original & 1.00\tabularnewline
-                         & Compiled & 1.00\tabularnewline
-                         & Low Battery & 1.00\tabularnewline
-                         & Bootloader Bug & 1.00\tabularnewline
-    \bottomrule
-\end{tabular}
-\end{table}
-    \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}{Overview}
+\begin{frame}{Future Work}
     \begin{figure}
         \centering
         \includegraphics[width=\textwidth]{images/intro_dsd.pdf}
@@ -192,26 +205,26 @@
     \end{center}
 \end{frame}
 
-\begin{frame}{Planned Work - SSSM}
+\begin{frame}{Current Work - SSSM}
     \begin{figure}
         \centering
         \includegraphics[width=0.9\textwidth]{images/dsd_illustration.pdf}
     \end{figure}
 \end{frame}
-\begin{frame}{Planned Work - SSSM}
+\begin{frame}{Current Work - SSSM}
     \begin{figure}
         \centering
         \includegraphics[width=0.9\textwidth]{images/dsd_acc.pdf}
     \end{figure}
 \end{frame}
-\begin{frame}{Planned Work - SSSM}
+\begin{frame}{Current Work - SSSM}
     \begin{figure}
         \centering
         \includegraphics[width=0.9\textwidth]{images/preds.pdf}
     \end{figure}
 \end{frame}
 
-\begin{frame}{Planned Work - SSSM}
+\begin{frame}{Current Work - SSSM}
     Next Steps:
     \begin{itemize}
         \item Evaluate performances on a wider range of devices.