diff --git a/index.html b/index.html
index eae232c..83321c1 100755
--- a/index.html
+++ b/index.html
@@ -894,7 +894,7 @@ <h1>Selected Publications</h1>
   
 
 
-<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/2410.05930" target="_blank" rel="noopener">
+<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/pdf/2410.05930" target="_blank" rel="noopener">
   PDF
 </a>
 
diff --git a/project/untrustedcloud/index.html b/project/untrustedcloud/index.html
index f408631..2a9ef4f 100755
--- a/project/untrustedcloud/index.html
+++ b/project/untrustedcloud/index.html
@@ -512,7 +512,7 @@ <h2>Publications</h2>
   
 
 
-<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/2410.05930" target="_blank" rel="noopener">
+<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/pdf/2410.05930" target="_blank" rel="noopener">
   PDF
 </a>
 
diff --git a/publication/chrapek-2024-llmcc/index.html b/publication/chrapek-2024-llmcc/index.html
index bcb2989..af3020d 100644
--- a/publication/chrapek-2024-llmcc/index.html
+++ b/publication/chrapek-2024-llmcc/index.html
@@ -474,7 +474,7 @@ <h1 itemprop="name">Fortify Your Foundations: Practical Privacy and Security for
   
 
 
-<a class="btn btn-outline-primary my-1 mr-1" href="https://arxiv.org/abs/2410.05930" target="_blank" rel="noopener">
+<a class="btn btn-outline-primary my-1 mr-1" href="https://arxiv.org/pdf/2410.05930" target="_blank" rel="noopener">
   PDF
 </a>
 
diff --git a/publication/index.html b/publication/index.html
index 0ee50aa..ce907de 100755
--- a/publication/index.html
+++ b/publication/index.html
@@ -689,7 +689,7 @@ <h1 itemprop="name">Publications</h1>
   
 
 
-<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/2410.05930" target="_blank" rel="noopener">
+<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/pdf/2410.05930" target="_blank" rel="noopener">
   PDF
 </a>