If you're interested in fake registration detection, see also this presentation on a 2-day rush development effort to implement fraudulent account detection at Groupon. http://www.infoq.com/presentations/Bootstrapping-Clojure It's also about the awesomeness Clojure, but much of the meat is in the fraud detection algorithm itself.