Type alt + F2
, that will bring the "Run" dialog. In the run dialog, type "gconf-editor
". It will bring something similar to the crappy Windows registry
. Navigate through it to: apps \ nautilus \ desktop
. You should see a a marked key called "volumes_visible
". Just uncheck the checkbox and you are good to go.