diff --git a/DSD/qrs/presentation/images/rules_pipeline.svg b/DSD/qrs/presentation/images/rules_pipeline.svg
new file mode 100644
index 0000000..be38969
--- /dev/null
+++ b/DSD/qrs/presentation/images/rules_pipeline.svg
@@ -0,0 +1,250 @@
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diff --git a/DSD/qrs/presentation/presentation.typ b/DSD/qrs/presentation/presentation.typ
index e869a3c..58b5b31 100644
--- a/DSD/qrs/presentation/presentation.typ
+++ b/DSD/qrs/presentation/presentation.typ
@@ -118,20 +118,40 @@
 // add overview of the experiment pipeline
 ]
 
-#slide(title: "Case Study 2")[
-#figure(
-        image("images/2w_experiment.svg", width: 100%)
-    )
 
+#slide(title: "Case Study 2")[
+#image("images/rules_pipeline.svg", width:100%)
 ]
-#slide(title: "Case Study 2 - Results")[
+
+#slide(title: "Case Study 2")[
+#align(center)[
+#image("images/2w_experiment.svg", width: 90%)
+
+#tablex(
+    columns: (auto, auto, auto),
+    auto-vlines: false,
+    repeat-header: false,
+    align: (left+horizon,right+horizon,right+horizon),
+    [#text(weight:"bold")[Rule ID]], [#text(weight: "bold")[Rule]], [#text(weight: "bold")[Threat]],
+    [1], ["SLEEP" state only], [Machine takeover, Botnet, Rogue employee],
+    [2], [No "SLEEP" for more than 8m], [System malfunction],
+    [3], [One "REBOOT"], [APT, Backdoors],
+    [4], [No "HIGH" for more than 30s], [Crypto mining, Ransomware, Botnet],
+)
+]
+]
+
+
+#slide(title: "Case Study 2")[
 #figure(
         image("images/preds.svg", height: 100%)
     )
 
 ]
 
-#slide(title: "Futur Work")[]
+
+#slide(title: "Futur Work")[
+]
 
 #slide(title: "Conclusion")[
 ]