Just press Ctrl+Alt+T on your keyboard to open Terminal. When it opens, run the command(s) below:
sudo nano /usr/share/lightdm/lightdm.conf.d/50-ubuntu.conf
Add the following line, save and close.
allow-guest=false
Reboot, and you're set.
Technical notes, and other ideas.