I think its a defective unit.
Is it still present when no input is present, i.e when the cable is disconnected and when the "No Signal" message hovers over that area or when you open up the OSD Menu? If yes, theres a good chance its defective.
If not, check with the display drivers to see if they are the latest version. Install updates related to that.
Did it come with warranty?