Italy used to have rep for being unsafe in the 80s and 90s, but I think it has changed a lot.
Sure, there are still pickpockets etc, so you have to observe the usual precautions eg. avoid lonely places, keep a lookout esp in crowded places, wallet in front pocket, look out for gypsies...