Rusell, I would always be on the lookout, especially in the center of town. I have seen them also in the gardens between Opera and Palace where it really isn't crowded but I guess as a tourist you are always a bit care-free.
I guess it's not much different than any other big city though, maybe I just have a worse track-record here