Well...not usually! Pokemon aren't really interested in hurting people or anything...but they can be. Like, if you wander onto their territory or attack first, they'll protect themselves.

So, you gotta have a Pokemon with you to keep them away. It's not usually much of a problem; plus, if you can weaken a Pokemon you run into and have an empty Pokeball on hand, you can catch it!