Can of silver rustoleum.
I had those but it only covers the outside but you can still see through them where the rust can be seen. They are called wheel skins. The chrome ones can get eaten by the salt. One good thing about wheel skin is that they reduce the rust on the outside since it shields the area where salt make contact. Too bad there is no wheel skin that hides the wheel entirely so you can't see anything.