13th International CSI Computer Conference, CSICC 2008 , 2008-03-09

Title : ( Incremental Hybrid Intrusion Detection Using Ensemble of Weak Classifiers )

Authors: Amin Rasoulifard , Abbas Ghaemi Bafghi , mohsen kahani ,

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In this paper, an incremental hybrid intrusion detection system is introduced. This system combines incremental misuse detection and incremental anomaly detection. It can learn new classes of intrusions that do not exist in the training dataset for incremental misuse detection. As the framework has low computational complexity, it is suitable for real-time or on-line learning. Also experimental evaluations on KDD Cup dataset are presented.

Keywords

, Hybrid intrusion detection system , Ensemble of Weak Classifiers , Incremental learning , KDD Cup 99
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@inproceedings{paperid:1009661,
author = {Rasoulifard, Amin and Ghaemi Bafghi, Abbas and Kahani, Mohsen},
title = {Incremental Hybrid Intrusion Detection Using Ensemble of Weak Classifiers},
booktitle = {13th International CSI Computer Conference, CSICC 2008},
year = {2008},
location = {کیش, IRAN},
keywords = {Hybrid intrusion detection system - Ensemble of Weak Classifiers - Incremental learning - KDD Cup 99 Dataset},
}

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%0 Conference Proceedings
%T Incremental Hybrid Intrusion Detection Using Ensemble of Weak Classifiers
%A Rasoulifard, Amin
%A Ghaemi Bafghi, Abbas
%A Kahani, Mohsen
%J 13th International CSI Computer Conference, CSICC 2008
%D 2008

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