Actually what is peeling is paint , that wheel is aluminum that is clear coated . I would think that should be under warranty .
Having said that , it is very important not to use any abrasive cleaners or brushes on these wheels , it would be the equivalent of doing the same thing to your paint job . As it will most definitely shorten the life of the finish .
How long have you owned the car , and how many miles ?