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Multi-Layer Bayesian Based Intrusion Detection System
Conference proceeding

Multi-Layer Bayesian Based Intrusion Detection System

Hesham Altwaijry and Saeed Algarny
WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, WCECS 2011, VOL II, pp.918-922
Lecture Notes in Engineering and Computer Science
01/01/2011

Abstract

Computer Science Computer Science, Theory & Methods Engineering Engineering, Electrical & Electronic Science & Technology Technology
In this paper a multi-layer Bayesian based intrusion detection system is developed. The system is trained a priori using a subset of the KDD dataset. The trained classifier is then tested using a larger subset of KDD dataset. The Bayesian classifier was able to detect intrusion with detection rate that is superior to most published results.

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