You're mistaken about how stolen property works, though that analogy is so strained as to be entirely irrelevant here.
But as a matter of trivia (and so you are better informed), in fact if property is stolen then even a 'legitimate' buyer has to give it back to the rightful owner and then get a refund from the seller.