Poseidon: a 2-tier anomaly-based intrusion detection system

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Bolzoni, Damiano and Zambon, Emmanuele and Etalle, Sandro and Hartel, Pieter (2005) Poseidon: a 2-tier anomaly-based intrusion detection system. [Report]

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Abstract: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
Item Type:Report
Copyright:© 2005 CTIT
Faculty:
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/54544
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Metis ID: 228800