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Bolzoni, D. and Zambon, Emmanuele and Etalle, S. and Hartel, P.H.
(2005)
Poseidon: A 2-tier Anomaly-based Intrusion Detection System.
Technical Report TR-CTIT-05-53,
Centre for Telematics and Information Technology University of Twente, Enschede.
ISSN 1381-3625
Full text available as:
Official URL: http://arxiv.org/abs/cs.CR/0511043  AbstractWe 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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