They do an interesting test with different breeds and not one of them did a whole lot other than barking when an intruder came into their home, to the surprise of their owners. The GSD was the most notable, however I've always understood that without extensive ongoing training no dog will really be a protection dog.
http://www.lifewithdogs.tv/2012/05/b...s-to-the-test/