To control autorun/autoplay under current versions of Windows, navigate to
Control Panel > All Control Panel Items > AutoPlay >
Untick 'Use autoplay for all media and devices'
For more information on disabling autoplay on Microsoft Windows products, please see Microsoft's knowledgebase article 967715, linked here: http://support.microsoft.com/kb/967715