This is a very easy change that will prevent remote queries from running on your MySQL server.
Simply apply the commands below:nano /etc/my.cnf
Add the following to the bottom of the configuration file:
bind-address = 127.0.0.1
After saving and exiting nano, apply the following commands to restart the Mysql Daemon:
service mysqld restart