I stopped Malware URLs long ago, but I can give some ideas.
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I explained in great detail what I did here http://joxeankoret.com/blog/2014/08/19/heuristics-to-detect-malware-distributed-via-web/ … Hope it helps.
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PS. Great read. Similar approach/findings w Better on 3rd-party trackers: top 5K Alexa domains reveal huge % of popular trackers
End of conversation
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