Soap and warm water on a damp cloth removes many water-based paint stains from hardwood. A rubbing alcohol and lemon juice soak works on stubborn stains. Heat from a glue gun can remove oil-based paint. Scrape off any remaining paint with a putty knife that has smooth edges to protect the wood.