Hit up Lowe's or The Home Depot for some black (flat or glossy) latex paint. Comes in a little round can. Use a medium sized brush and put 1-2 coats on the back. Since it's on the back, you don't need to worry about globbing, just make sure it runs. Just paint it on as thick as you want.
Should dry in a few hours and you'll be set.