How to prevent getting pickpocketed in Paris?

Is pickpocketing a huge issue there? I read from a few people that people will be all up in your personal space when waiting in line, so I was planning on bringing a backpack with me so that least that will give me some kind of space between us, but is it a good idea to carry a backpack in general there? Any other advice to avoid getting pickpocketed is greatly appreciated!