Update index.html

index.html

@@ -374,25 +374,7 @@
 </section>
 <!-- Results -->
 
-<!-- New Figure Section -->
-<section class="section">
-  <div class="container is-max-desktop">
-    <div class="columns is-centered">
-      <div class="column container-centered">
-        <div>
-          <img src="./static/images/new_figure_2_2.png"
-               class="method_overview"
-               alt="Comparison of local GREAT Score and CW attack"/>
-          <p>
-            <strong>Figure 2.</strong> Comparison of local GREAT Score and CW attack in L<sub>2</sub> perturbation on CIFAR-10 with Rebuffi_extra model. 
-            The x-axis is the image id. The result shows the local GREAT Score is indeed a lower bound of the perturbation level found by CW attack.
-          </p>
-        </div>
-      </div>
-    </div>
-  </div>
-</section>
-<!-- New Figure Section -->
+
 
 <!-- Robustness Certificate Definition -->
 <section class="section">
@@ -509,6 +491,32 @@
 </section>
 <!-- Adaptive Attack -->
 
+<!-- Empirical Validation Section -->
+<section class="section">
+  <div class="container is-max-desktop">
+    <h2 class="title is-3">Empirical Validation of GREAT Score</h2>
+    <div class="columns is-centered">
+      <div class="column container-centered">
+        <div>
+          <img src="./static/images/new_figure_2_2.png"
+               class="method_overview"
+               alt="Comparison of local GREAT Score and CW attack"/>
+          <p>
+            <strong>Figure 2.</strong> Comparison of local GREAT Score and CW attack in L<sub>2</sub> perturbation on CIFAR-10 with Rebuffi_extra model. 
+            The x-axis is the image id. The result shows the local GREAT Score is indeed a lower bound of the perturbation level found by CW attack.
+          </p>
+        </div>
+      </div>
+    </div>
+  </div>
+</section>
+<!-- Empirical Validation Section -->
+
+
+
+
+
+
 <section class="section" id="BibTeX">
   <div class="container is-max-desktop content">
     <h2 class="title">BibTeX</h2>