At first run the command below at 'Terminal'.
sudo gedit /etc/lightdm/lightdm.conf
The "lightdm.conf" file will open. Now add the line below at the end of this file.
allow-guest=falseYou have done disable 'Guest sessions' at Ubuntu 12.04 start up. Want to check it? Just restart your system and try to find.