After a lot of googling I found nothing significant...then a friend of mine Vaibhav actually helped me with his precious knowledge.
This is a quick reference for preventing Banner Grabbing:
For Apache Server:
Edit your httpd.conf file and make sure the following directives are present: ServerSignature Off ServerTokens Prod Disabling the ServerSignature token instructs Apache to not print version information when an error page such as a “404-Not Found” is displayed. The ServerTokens directive, when set to Prod, instructs Apache to only display “Server: Apache” in the banner. If you do not want to display “Apache” in the Server tag but want to display fake in-formation such as “Server: Not-allowed,” you will need to 1. Download the Apache source code. 2. Edit the file httpd.h and change the value of the string “Apache” in the line #define SERVER_BASEPRODUCT "Apache" to something else: #define SERVER_BASEPRODUCT "Not-allowed" 3. R...