Corrosion on Brass Hinges

I opened my humidor the other day to find some corrosion on one of the brass hinges. Has anybody had this issue before? What can I do to fix it? I rubbed it with a soft cloth, and a majority of it came off. I thought about using brasso, but I don't want it to make the humidor smell. Any suggestions? Thanks.