Update index.html

index.html

@@ -97,7 +97,18 @@ Exploring Refusal Loss Landscapes </title>
   <div style="clear: both"></div>
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 <div id="refusal-loss-formula-content" class="row align-items-center">
-  <span id="ECE-formula" class="formula" style="">$$\displaystyle \begin{aligned} \phi_\theta(x)&=1-\mathbb{E}_{y \sim T_\theta(x)} \\ JB(y)&=1 \end{aligned}$$</span>
+  <span id="ECE-formula" class="formula" style="">
+    $$
+    \displaystyle 
+    \begin{aligned} 
+    \phi_\theta(x)&=1-\mathbb{E}_{y \sim T_\theta(x)} \\ 
+    JB (y) &=  \begin{cases}
+         \text{$1$,~~if $y$ contains any jailbreak keyword;} \\
+         \text{$0$,~~otherwise.}
+     \end{cases} 
+    \end{aligned}
+    $$
+  </span>
   <span id="SCE-formula" class="formula" style="display: none;">$$\displaystyle f_\theta(x)=1-\frac{1}{N}\sum_{i=1}^N JB(y_i)$$</span>
   <span id="ACE-formula" class="formula" style="display: none;">$$\displaystyle g_\theta(x)=\sum_{i=1}^P \frac{f_\theta(x\oplus \mu u_i)-f_\theta(x)}{\mu} u_i $$</span>
 </div>