Breathing in stuff (like big particles) is generally not very good for you. It of course all depends on the stuff - for example if you are just using water to increase humidity, that's fine. But if you use anything smelly, it will affect your throat and lungs.

Maybe you meant air purifier? That's opposite of air diffuser :)