To get to the configuration screen for this setting, go to Start Menu \ Run and type in:
gpedit.msc
You should select Administrative Templates \ System.
Double click the item, and set the radio button to Enabled, and change the “Turn off Autoplay on” to All Drives.
Now you should be safe from the autoplay monster.