You are correct the paint is to prevent oxidation. Left untreated, it will oxidize (how badly depends upon your care and weather conditions) and be rather difficult to maintain. A light coat of paint works wonders. Scuff off the loose stuff, spray a light primer, then top coat with VHT. Easy enough to do in the frame with some care and masking.