Yeah, I know its late, but why not announce their prescence somehow quite visibly. Maybe briefly run the siren. They are almost acting like intruders, themselves.
They aren't going to run the siren in a neighborhood (especially in a case where there's a potential burglar) because they don't want to attract a bunch of neighbors looking to see what's going on.