This could be due to Windows 7 themes. Try disabling aero in the system settings.
-Start -Search for "Change the theme" -Use a basic theme without aero or create your own.
You should also make sure your game resolution is the same as the monitors native resolution.
Source:
I'm using dual monitors myself on basic theme while playing Arma III myself and my desktop doesn't go black.