Have you tried this; Fairy Power Spray
It makes a remarkably effective paint remover. Spray it on and leave it and the paint bubbles away, then scrub hard to remove residue.
I suppose it depends on what paint was used, but it works on the spray type paints you buy for DIY jobs.
Mike