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Moreira Moura, G.C. and Sperotto, A. and Sadre, R. and Pras, A. (2013) Evaluating Third-Party Bad Neighborhood Blacklists for Spam Detection. In: Proceedings of IFIP/IEEE International Symposium on Integrated Network Management 2013, 27-31 May 2013, Ghent, Belgium. pp. 252-259. IEEE Communications Society. ISBN 978-1-4673-5229-1
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The distribution of malicious hosts over the IP address space is far from being uniform. In fact, malicious hosts tend to be concentrate in certain portions of the IP address space, forming the so-called Bad Neighborhoods. This phenomenon has been previously exploited to filter Spam by means of Bad Neighborhood blacklists. In this paper, we evaluate how much a network administrator can rely upon different Bad Neighborhood blacklists generated by third-party sources to fight Spam.
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