Poseidon: a 2-tier Anomaly-based Intrusion Detection System

Details Poseidon: a 2-tier Anomaly-based Intrusion Detection System Poseidon: a 2-tier Anomaly-based Intrusion Detection System

2005-11-11

arxiv.org/abs/cs/0511043v4

Computer Science

Cryptography and Security

Scientific paper

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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