the object of the game is to remove all oxidation from the metal.
bottom line is to prepare the metal to prevent ANY future exposure to air and moisture.
first smooth it down mechanically with sanders, grinders, media blasting, etc.
then with chemicals such as diluted muriatic acid in a spray...