Update to publication template

_layouts/publication.html

@@ -31,7 +31,6 @@ layout: default
       <div class="page-content">
         <div class="e-content">
           <div class="publication">
-            <h2>Abstract</h2>
             <div class="blog-post spacing">
               {{ content }}
             </div>
@@ -39,8 +38,10 @@ layout: default
             <h2>Suggested Citation</h2>
             <!--<pre class="bibtex">{{- page.bibtex -}}</pre>-->
             {% highlight bibtex %}{{page.bibtex}}{% endhighlight %}
+
             <h2>Available</h2>
             <a href="{{ page.online }}">{{page.title}}</a>
+
           </div>
         </div>
 

_publications/secure_federated_learning.md

 ---
 title: Secure Federated Learning in 5G Mobile Networks
 author: M. Isaksson, K. Norrman
-in: To appear in Arxiv
+in: WASP Winter Conference 2020
 tags:
     - federated learning-
     - machine learning-
     - security protocol
     - privacy
-date: 2019-09-28
+date: 2020-01-14
 online: https://arxiv.org/
 bibtex: |
     @misc{8369000,
@@ -18,9 +18,15 @@ bibtex: |
         number={},
     }
 image:
-  path: /images/network.jpg
+  path: /images/blog-ai.jpg
 ---
 
+## Background
+
+This is a video for a technical report done for the 2020 WASP Project Course.
+
+## Abstract 
+
 Machine Learning is an important enabler for
 optimizing, securing and managing mobile networks. This leads to increased
 collection and processing of data from network functions, which in turn may
@@ -31,7 +37,4 @@ framework, and add a multi-party computation protocol for protecting the
 confidentiality of local updates. We also outline how our work can be fitted
 into the WARA-PS research arena.
 
-<iframe width="800" height="450" src="https://www.youtube.com/embed/JmuZcVAtLKY" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
-
-
-
+<p><iframe width="800" height="450" src="https://www.youtube.com/embed/JmuZcVAtLKY" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></p>