Boxing or martial arts?

If you really want to learn how to take care of yourself, you need to learn how to actually fight. Taking karate or jujitsu is fine and good, but from all the ones I have studied Krav Maga is the most efficient at handling the kind of trouble you are talking about. It is a martial art that is about taking out your opponent as quickly as you can whether armed or not.