From the point a spammer is identify until their interaction with the system becomes a burden to deal with, it's better to not let them know it's known they a spammer. Craigslist does this by "ghosting" postings that's flagged as spam; that is the spammer sees the posting as live, maybe even gets an automated reply to see how/if they respond, but the general public does not see the posting.