One way to reduce the amount of spam sent is to make it less profitable to advertise with spam. This could be done by:
Reducing the number of compromised computers available to send spam
Reducing sales at the web site being advertised
Increasing the cost of hosting the web site
Advantages:
Automatic
Reduces spam for everyone
Disadvantages:
Technically complex
May impact non-spam-related web sites