I guess taking off the artwork was a bit of an overstatement - it really just got rid of the "do not copy" message. What I did was apply Goo Gone and then get rid of the trace with rubbing alcohol. I did that with the CD that is pictured and it left the blemish, although the label of the CD was like recycled paper or something, so I probably should have paid better attention.