I typically will just hold my breath (I can do that for several minutes thanks to all the freediving I used to do) and then when I’m clear of them I’ll start breathing again. If you absolutely cannot do that for whatever reason, your nose has these little hairs that will trap some of the germs like a filter. Shallow breathing or not wouldn’t matter.