Design of a four-layer IDS model based on immune danger theory

Authors:
Song Yuan;Qi-juan Chen;Peng Li
Affiliations:
College of Power and Mechanical Engineering, Wuhan University, Wuhan, China and College of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, China;College of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, China;College of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, China
Venue:
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Year:
2009

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Introducing dendritic cells as a novel immune-inspired algorithm for anomaly detection

ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems

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Abstract

Owing to the similarity between biological immune system and intrusion detection system, a four-layer model for network intrusion detection system based on Dendritic cells (DC) in danger theory is constructed . DC detectors are introduced and a DC-based algorithm is proposed in this model. It involves comprehensive evaluation and improves the detection ability of undefined intrusion.