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This does not work on all discs. Use a belt sander on the top side of the disc. This should be done in an easy-to-clean area. Soak a cotton pad in pure acetone, then wipe the bottom of the disc with it. It should become frosted and unreadable.

Summary:
Cover the disc with duct tape, then rip it off. Sand the discs. Wipe with acetone.