I've always used 0000-grade steel wool with WD-40 sprayed on it to remove rust. You can scrub fairly heavily on chrome with it since it's a fine-grade steel wool. Anything coarser and you'll scratch the chrome. This fine grade is excellent for cleaning up alloy parts before polishing with metal polish, just use a little less pressure. I've never had success with using aluminum foil.