It may help cleaning the surface with hot dilute acetic acid, to dissolve copper(II) oxide over the metallic copper substrate.
In case you want to clean mineral oil from the metallic surface, you may consider to use: pentane, n-hexane, petroleum ether, or ligroin (predominantly constituted by C7 to C11 n-paraffins); xylene would be (also) effective but of considerable toxicity.