Acrylic paint is also water-based, but once it has dried it is harder to remove as it contains plastic to give surfaces a glossy finished effect. ... Apply an alcohol-based cleaner, like nail-varnish remover, hairspray, or rubbing alcohol to the stain with a clean dry cloth to break down the dried plastic surface.read more >>