Be careful, because in some cases there is nothing you can do about it. Often times they use the very cheapest, low quality aluminum and coatings on those surfaces, and you can very easily completely remove the finish if you're not careful.
Try a test patch before you do a large area, preferably on the back of the house, just in case.