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Fourth IEEE International Workshop on Information Assurance (IWIA'06)
POSEIDON: a 2-tier Anomaly-based Network Intrusion Detection System
Royal Holloway, United Kingdom
April 13-April 14
ISBN: 0-7695-2564-4
ASCII Text
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Damiano Bolzoni, Sandro Etalle, Pieter Hartel, Emmanuele Zambon, "POSEIDON: a 2-tier Anomaly-based Network Intrusion Detection System," Information Assurance, IEEE International Workshop on/Innovative Architecture for Future Generation High-Performance Processors and Systems, International Workshop on/Innovative Architecture, International Workshop on, pp. 144-156, Fourth IEEE International Workshop on Information Assurance (IWIA'06), 2006.
 
 
BibTex
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@article{ 10.1109/IWIA.2006.18,
author = {Damiano Bolzoni and Sandro Etalle and Pieter Hartel and Emmanuele Zambon},
title = {POSEIDON: a 2-tier Anomaly-based Network Intrusion Detection System},
journal ={Information Assurance, IEEE International Workshop on/Innovative Architecture for Future Generation High-Performance Processors and Systems, International Workshop on/Innovative Architecture, International Workshop on},
volume = {0},
year = {2006},
isbn = {0-7695-2564-4},
pages = {144-156},
doi = {http://doi.ieeecomputersociety.org/10.1109/IWIA.2006.18},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Information Assurance, IEEE International Workshop on/Innovative Architecture for Future Generation High-Performance Processors and Systems, International Workshop on/Innovative Architecture, International Workshop on
TI - POSEIDON: a 2-tier Anomaly-based Network Intrusion Detection System
SN - 0-7695-2564-4
SP144
EP156
A1 - Damiano Bolzoni,
A1 - Sandro Etalle,
A1 - Pieter Hartel,
A1 - Emmanuele Zambon,
PY - 2006
KW - null
VL - 0
JA - Information Assurance, IEEE International Workshop on/Innovative Architecture for Future Generation High-Performance Processors and Systems, International Workshop on/Innovative Architecture, International Workshop on
ER -
 
Damiano Bolzoni, University of Twente, Netherlands
Sandro Etalle, University of Twente, Netherlands
Pieter Hartel, University of Twente, Netherlands
Emmanuele Zambon, Universita Ca Foscari di Venezia, Italy
We present POSEIDON, a new anomaly-based network intrusion detection system. POSEIDON is payload-based, and has 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.
Citation:
Damiano Bolzoni, Sandro Etalle, Pieter Hartel, Emmanuele Zambon, "POSEIDON: a 2-tier Anomaly-based Network Intrusion Detection System," iwia, pp.144-156, Fourth IEEE International Workshop on Information Assurance (IWIA'06), 2006
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