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Bolzoni, D. and Zambon, Emmanuele and Etalle, S. and Hartel, P.H. (2006) Poseidon: a 2-tier Anomaly-based Network Intrusion Detection System. In: 4th IEEE Int. Information Assurance Workshop (IWIA2006), 13-14 Apr 2006, London, UK. pp. 144-156. IEEE Computer Society. ISBN 0 7695 2564 4
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Official URL: http://dx.doi.org/10.1109/IWIA.2006.18
We present Poseidon, a new anomaly based intrusion detection system. Poseidon is payload-based, and presents a two-tier architecture: the first stage consists of a Self-Organizing Map, while the second one is a modified PAYL system. Our benchmarks on the 1999 DARPA data set show a higher detection rate and lower number of false positives than PAYL and PHAD.
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