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Fighting Spam on the Sender Side: A Lightweight Approach

Abstract : Spam comprises approximately 90 to 95 percent of all e-mail traffic on the Internet nowadays, and it is a problem far from being solved. The losses caused by spam are estimated to reach up to $87 billion yearly. When fighting spam, most of the proposals focus on the receiver-side and are usually resource-intensive in terms of processing requirements. In this paper we present an approach to address these shortcomings: we propose to i) filter outgoing e-mail on the sender side and (ii) use lightweight techniques to check whether a message is spam or not. Moreover, we have evaluated the accuracy of these techniques in detecting spam on the sender side with two different data sets, obtained at a Dutch hosting provider. The results obtained with this approach suggest we can significantly reduce the amount of spam on the Internet by performing simple checks at the sender-side.
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https://hal.inria.fr/hal-01056498
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Submitted on : Wednesday, August 20, 2014 - 9:59:45 AM
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Wouter Willem Vries, Giovane Cesar Moreira Moura, Aiko Pras. Fighting Spam on the Sender Side: A Lightweight Approach. 16th EUNICE/IFIP WG 6.6 Workshop on Networked Services and Applications - Engineering, Control and Management (EUNICE), Jun 2010, Trondheim, Norway. pp.188-197, ⟨10.1007/978-3-642-13971-0_18⟩. ⟨hal-01056498⟩

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