diff --git a/EET1/MLCS_conference/presentation.tex b/EET1/MLCS_conference/presentation.tex
index a66b05b..ce95dfc 100644
--- a/EET1/MLCS_conference/presentation.tex
+++ b/EET1/MLCS_conference/presentation.tex
@@ -21,6 +21,8 @@
 \author{Arthur Grisel-Davy}
 \institute{University of Waterloo, Canada}
 
+\renewcommand{\thempfootnote}{\ifcase\value{mpfootnote}\or\textasteriskcentered\or\textdagger\or\textdaggerdbl\fi}
+
 \begin{document}
 
 \maketitle
@@ -55,49 +57,49 @@
 \end{frame}
 
 \begin{frame}{Threat Model}
-            \only<1>{\begin{tcolorbox}[colback=yellow!5!white,colframe=yellow!50!black,
-  colbacktitle=yellow!75!black,title=Firmware Manipulation]
+            \only<1>{\begin{tcolorbox}[colback=orange!5!white,colframe=orange!50!black,
+  colbacktitle=orange!75!black,title=Firmware Manipulation]
                 Change settings, upgrade/downgrade firmware, Replace firmware.
                 \tcblower
                 Machine takeover, Advanced Persistent Threats.
-    \end{tcolorbox}
+            \end{tcolorbox}
             
-            \begin{tcolorbox}[colback=yellow!75!black,colframe=yellow!50!black, coltext=white]
+            \begin{tcolorbox}[colback=orange!75!black,colframe=orange!50!black, coltext=white]
                 Runtime Monitoring
             \end{tcolorbox}
-            \begin{tcolorbox}[colback=yellow!75!black,colframe=yellow!50!black, coltext=white]
+            \begin{tcolorbox}[colback=orange!75!black,colframe=orange!50!black, coltext=white]
                 Hardware Tampering
             \end{tcolorbox}
             }
             
             \only<2>{
-            \begin{tcolorbox}[colback=yellow!75!black,colframe=yellow!50!black, coltext=white]
+            \begin{tcolorbox}[colback=orange!75!black,colframe=orange!50!black, coltext=white]
                 Firmware Manipulation
             \end{tcolorbox}
 
-            \begin{tcolorbox}[colback=yellow!5!white,colframe=yellow!50!black,
-  colbacktitle=yellow!75!black,title=Runtime Monitoring]
+            \begin{tcolorbox}[colback=orange!5!white,colframe=orange!50!black,
+  colbacktitle=orange!75!black,title=Runtime Monitoring]
                 Log tampering, login (brute force/dictionary) attacks.
                 \tcblower
                 Intrusion, Covert operations.
             \end{tcolorbox}
 
 
-            \begin{tcolorbox}[colback=yellow!75!black,colframe=yellow!50!black, coltext=white]
+            \begin{tcolorbox}[colback=orange!75!black,colframe=orange!50!black, coltext=white]
                 Runtim Monitoring
             \end{tcolorbox}
             }
 
             \only<3>{
-            \begin{tcolorbox}[colback=yellow!75!black,colframe=yellow!50!black, coltext=white]
+            \begin{tcolorbox}[colback=orange!75!black,colframe=orange!50!black, coltext=white]
                 Firmware Manipulation
             \end{tcolorbox}
-            \begin{tcolorbox}[colback=yellow!75!black,colframe=yellow!50!black, coltext=white]
+            \begin{tcolorbox}[colback=orange!75!black,colframe=orange!50!black, coltext=white]
                 Runtim Monitoring
             \end{tcolorbox}
 
-            \begin{tcolorbox}[colback=yellow!5!white,colframe=yellow!50!black,
-  colbacktitle=yellow!75!black,title=Hardware Tampering]
+            \begin{tcolorbox}[colback=orange!5!white,colframe=orange!50!black,
+  colbacktitle=orange!75!black,title=Hardware Tampering]
                 Installation/removal of peripherals.
                 \tcblower
                 MAC Flooding attacks.
@@ -232,7 +234,7 @@ Experiment 1: Detecting SSH Login Attempts
     \begin{center}
     \begin{tabular}{ccccc}
         \toprule
-        \textbf{Input Data} & \textbf{Model} & \textbf{Accuracy} & \textbf{Recall}\tabularnewline                                       
+        \textbf{Input Data} & \textbf{Model} & \textbf{Accuracy} & \textbf{Recall}\tabularnewline
         \midrule
          DC & SVM & \numprint[\%]{100} & \numprint[\%]{100}\tabularnewline
          DC & KNN & \numprint[\%]{100} & \numprint[\%]{100}\tabularnewline
@@ -246,6 +248,26 @@ Experiment 1: Detecting SSH Login Attempts
 \end{frame}
 
 \begin{frame}{Conclusion}
+    \only<1>{
+ \begin{tcolorbox}[colback=orange!5!white,colframe=orange!50!black,
+    colbacktitle=orange!75!black,title=Advantages of Physics-Based IDS]
+        \begin{itemize}
+            \item Host-independance
+            \item Trustworthy input data
+            \item 
+        \end{itemize}
+    \end{tcolorbox}
+    
+    \begin{tcolorbox}[colback=orange!5!white,colframe=orange!50!black,
+    colbacktitle=orange!75!black,title=Capabilities]
+        \begin{itemize}
+            \item Boot Process Assessement \footnote{Work-in-Progress: Boot Sequence Integrity Verification with Power Analysis, EMSOFT 22}.
+
+            \item Run-time Monitoring / Log Verification.
+            \item Hardware Tampering Detection.
+        \end{itemize}
+    \end{tcolorbox}
+    }
 \end{frame}
 
 \end{document}