That should be pretty easy. The challenge will be removing the fine film of paint without rubbing through the base back. Still going to have the scratches but it should improve.
I would first try with wax and grease remover on a rag focusing on the paint overspray section. With any luck it will be a single stage paint with no hardener
Sure others will have some suggestiongs