From my experience, as gently as possible. I know that sounds dumb, but sometimes the paint/finish will start to flake/wipe off if wiped too hard. Especially on old cans I use dawn dish washing liquid. Let sit for a couple of minutes and then start to wash it off gently. I am sure others will chime in.