I think to get ride of it you need to make it happy. Otherwise not have some security warning. If anything is in the red on it then it is unhappy and will be there. If you get everything to yellow or green it just goes away. (nortain will need a live update before it can been seen by the security center)
That and just set it to hide the icon so you dont have to see it