We propose a decentralized privacy-preserving approach to spam filtering. Our solution exploits robust digests to identify messages that are a slight variation of one another and a peer-to-peer architecture between mail servers to collaboratively share knowledge about spam.
Spam attacks : p2p to the rescue / E. Damiani, S. De Capitani di Vimercati, S. Paraboschi, P. Samarati, A. Tironi, L. Zaniboni - In: Proceedings of the 13th international World Wide Web conference on alternate track, papers & posters, WWW 2004 : New York, USA, may 17-20, 2004 / [a cura di] S.I. Feldman, M. Uretsky, M. Najork, C.E. Wills. - New York : Association for computing machinery, 2004. - ISBN 1581139128. - pp. 358-359 (( Intervento presentato al 13. convegno International World Wide Web conference on Alternate track papers & posters (WWW) tenutosi a New York nel 2004 [10.1145/1013367.1013474].
Spam attacks : p2p to the rescue
E. Damiani;S. De Capitani di Vimercati;P. Samarati;
2004
Abstract
We propose a decentralized privacy-preserving approach to spam filtering. Our solution exploits robust digests to identify messages that are a slight variation of one another and a peer-to-peer architecture between mail servers to collaboratively share knowledge about spam.
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