Does pure iron not rust?
The purity of the iron is less important here than the conditions of the atmosphere and other surroundings.  Rusting of iron involves the formation of hydrated oxides and so requires the presence of moisture, either as water vapor or as liquid.  In a dry environment iron is indeed more resistant to corrosion because it forms anhydrous oxides which, as long as moisture is kept away, do provide some passivation.