To remove shellac from furniture, start by applying denatured alcohol to a clean cloth and gently rubbing the shellac. Continue rubbing until the shellac starts to dissolve. Use a plastic scraper or putty knife to scrape off the softened shellac. Repeat the process until all the shellac is removed.