Use a pin vise/dremel with a drill bit on it. Or use an exacto knife and once you penetrate the base, start rotating it slowly.
Be careful, take your time! I would reinforce it with a small bit of green stuff around the bottom of it where the stand touches the base, and just do some basing work to cover it.