There the same as heretics, except they can either (1) kill your priest while he tries to denounce her. (2) If they remain near generals that can give them odd traits (or maybe retinues) like cursed, or something that has to do with witchery.

This is what I gathered from the manual, I have no idea because as soon as I see a witch I burn her.