Aggregation is in my opinion a must. Blacklists alone will miss 40% of the spam we see. Requirements for passing "authentication only" are easily met by spammers. Purely statistical methods do not achieve 100% accuracy because the human judgement and research currently done by the most trusted black and white list operators is needed as an adjunct.
   more »