Yeah, I'd highly recommend taking your nice rims off and putting crapo ones on for the winter. Unless you wash your car frequently in the winter, and get all that stuff that sits in the rims out of there, it will eat through. Watch your other chrome areas too. They might show some corrosion if you have any imperfection in the chrome coating.
You could view this thread for my damage from last winter:
Oxidation!