diff --git a/Medium/48.md b/Medium/48.md
index d38f9c4..63ff609 100644
--- a/Medium/48.md
+++ b/Medium/48.md
@@ -217,7 +217,7 @@ Now scrolling down, we see that we have a hint towards a java command that's bei
 
 ![](prg/48_010.png)
 
-In this giant java process being ran by root, we are hinted towards a **java debugging wire protocol** service, and it probably doesn't require any authentication. We also see that it listens on the local port **8000** , but probably only accepts localhost connections, so we're going to use a [SSH tunnel](../Tools/sshtunnels.md) to port forward the remote port 8000 to our local machine on port **8000** :
+In this giant java process being ran by root, we are hinted towards a **java debugging wire protocol** service, and it probably doesn't require any authentication. We also see that it listens on the local port **8000** , but probably only accepts localhost connections, so we're going to use a [SSH tunnel](../Tools/sshtunnels/index.md) to port forward the remote port 8000 to our local machine on port **8000** :
     
     
     alexa@AI:~$ netstat -tulpen
diff --git a/binexp.md b/binexp.md
index 2cdcff2..3361045 100644
--- a/binexp.md
+++ b/binexp.md
@@ -6,7 +6,7 @@
 
 [ Template Page ](0/0.md)
 
-![](../assets/img/user.png) nihilist 
+
 
 #####  Preparing the Tools 
 
@@ -22,7 +22,7 @@
 
 
 
-![](../assets/img/user.png) nihilist 
+
 
 #####  1) Beginner Reversing 
 
@@ -39,7 +39,7 @@ The basics of reversing with simple to understand examples
 
 
 
-![](../assets/img/user.png) nihilist 
+
 
 #####  2) Stack Buffer Overflows 
 
@@ -63,7 +63,7 @@ These are the most common binary exploits, they are there because of insecure fu
 
 
 
-![](../assets/img/user.png) nihilist 
+
 
 #####  Assembly x86_64 
 
@@ -79,7 +79,7 @@ As i hit the shellcode buffer overflow binary challenges, i realized that i need
 
 
 
-![](../assets/img/user.png) nihilist 
+
 
 #####  2) Stack Buffer Overflows (Part 2)
 
@@ -111,7 +111,7 @@ As i hit the shellcode buffer overflow binary challenges, i realized that i need
 
 
 
-![](../assets/img/user.png) nihilist 
+
 
 #####  3) Bad Seed