The members of the Westboro Baptist Church protest against pretty much everything, including gay funerals, the funerals of soldiers, and even Comic Con (dressing up and having fun must have been one of those sins we missed). Their reasons for doing it never make sense, so in their world, it's logical to protest a Taylor Swift concert, too.
Why? Because she's the Whore of Babylon incarnate, of course. Derp.