spam - food for thought

Would appreciate some help from my readership on this one. This blog is currently seeing quite a high level of spam which results in me having to wade in and manually kill off the offending posts. I've changed passwords numerous times and deleted guest contributors so I'm tightening up security, so what else could it be? Any (sensible) ideas at this stage are welcome.