No person belonging to the military forces of the state, while performing military duty under proper orders, shall be arrested on civil process, nor shall any person belonging to the military forces of the state, while performing military duty under proper orders, be arrested on criminal process, except upon process from a circuit or criminal court or a judge thereof in vacation.