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With the development of network application technology, there are tremendous viruses and Trojans, especially botnet which has a great harm. It causes a large number of DDoS attacks and spread of spams. And some usual detection ways have their disadvantages. This paper proposes a method to detect zombie hosts based on analysis of initial parameters of the hosts sending mails.