Suede and nubuck bags are notoriously difficult to keep clean, which I why I don't have one now. However, when I had a nubuck bag, I used a suede brush and nubuck cleaner. Also, applying a protectant may help too. I have used fine sandpaper to clean my nubuck hiking boots, but not a handbag.