Capnophobia and Fumiphobia. capnophobia and fumiphobia are two terms that refer to an intense hatred, or fear, of smoking or having anyone around who is polluting the air in the immediate vicinity with tobacco smoke; whether from cigarettes, cigars, pipe, or from any similar process of smoke distribution.