diff --git a/sds/detectors_evaluation/images/detection_real_NUC1_3_0.9.pdf b/sds/detectors_evaluation/images/detection_real_NUC1_3_0.9.pdf
new file mode 100644
index 0000000..96ac750
Binary files /dev/null and b/sds/detectors_evaluation/images/detection_real_NUC1_3_0.9.pdf differ
diff --git a/sds/detectors_evaluation/main.pdf b/sds/detectors_evaluation/main.pdf
index e1ec8cf..d8a2a4c 100644
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diff --git a/sds/detectors_evaluation/main.tex b/sds/detectors_evaluation/main.tex
index 204f159..5dbc46d 100644
--- a/sds/detectors_evaluation/main.tex
+++ b/sds/detectors_evaluation/main.tex
@@ -178,19 +178,19 @@
 
 \begin{frame}{Real Data}
     \begin{center}
-        \includegraphics[width=0.9\textwidth]{images/real_labeled_data_1.pdf}
+        \includegraphics[width=\textwidth]{images/real_labeled_data_1.pdf}
     \end{center}
 \end{frame}
 
 \begin{frame}{Real Data (ASUS)}
     \begin{center}
-        \includegraphics[height=0.9\textheight]{images/detection_real_asus_1_1.pdf}
+        \includegraphics[width=\textwidth]{images/detection_real_asus_1_1.pdf}
     \end{center}
 \end{frame}
 
 \begin{frame}{Real Data (LINKSYS)}
     \begin{center}
-        \includegraphics[height=0.9\textheight]{images/detection_real_linksys_1_1.pdf}
+        \includegraphics[width=\textwidth]{images/detection_real_linksys_1_1.pdf}
     \end{center}
 \end{frame}
 
@@ -208,4 +208,36 @@
     \end{center}
 \end{frame}
 
+\begin{frame}{NUC Windows Machine}
+    \begin{enumerate}
+        \item Remove Shutdown Patterns.
+    \end{enumerate}
+\end{frame}
+
+\begin{frame}{NUC Windows Machine}
+    \begin{center}
+        \includegraphics[width=\textwidth]{images/detection_real_NUC1_2_1.pdf}
+    \end{center}
+\end{frame}
+
+\begin{frame}{NUC Windows Machine}
+    \begin{enumerate}
+        \item Remove Shutdown Patterns.
+        \item Separate BIOS and OS states.
+    \end{enumerate}
+\end{frame}
+
+\begin{frame}{NUC Windows Machine}
+    \begin{center}
+        \includegraphics[width=\textwidth]{images/detection_real_NUC1_3_0.9.pdf}
+    \end{center}
+\end{frame}
+
+\begin{frame}{Current state}
+    \begin{itemize}
+        \item State detection not satisfactory on Windows machines.
+        \item Confusion between Activity and Reboot.
+        \item Likely very performant on PLCs data.
+    \end{itemize}
+\end{frame}
 \end{document}