diff --git a/markdown/P2P Honeypot Secuirty Network.md b/markdown/P2P Honeypot Secuirty Network.md
index 97ea6bf..8224aba 100644
--- a/markdown/P2P Honeypot Secuirty Network.md	
+++ b/markdown/P2P Honeypot Secuirty Network.md	
@@ -20,8 +20,6 @@ At its core, the P2P security network comprises two primary entities:
 
 The communication between the server and clients is secured using cryptographic key pairs, ensuring that only authenticated peers can interact within the network.
 
-![Architecture Diagram](https://example.com/architecture-diagram.png) *(Placeholder for an actual diagram)*
-
 ## Key Components
 
 ### Hyper-IPC-Secure