Mount Saint Mary College in Newburgh, NY?

Usually colleges in "bad" areas compensate for that fact by trying to have a lively campus, offering a lot of activities for students on campus. If the campus security is great I suggest you go there if you really like the school. Don't let the area it's in stop you from going somewhere you really like.