DocumentCode :
3495146
Title :
Design of a Dendritic Cells inspired Model Based on Danger Theory for Intrusion Detection System
Author :
Li, Xue ; Fu, Haidong ; Huang, Siliang
Author_Institution :
Wuhan Univ. of Sci. & Technol., Wuhan
fYear :
2008
fDate :
6-8 April 2008
Firstpage :
1137
Lastpage :
1141
Abstract :
The research into intrusion detection system (IDS) based on immunology has shifted from the negative selection algorithm to a novel concept, the danger theory (DT). Dendritic cells (DCs) are professional antigen presenting cells in innate immunity that perform the central role of sensing infection situation and coordinating T cells behavior. DCs play an integral part in incorporation of DT into responsive IDSs. To illustrate how the functionality and control mechanism of DCs can be harnessed to solve real network traffic problems, the DCs inspired model (DCML) for intrusion detection is presented. Introducing interaction between DCs and memory T cells to sense danger is a highlight notion in DCML. Additionally, using multiplicity of signals for input into the final decision increases robustness and effectiveness of IDS.
Keywords :
security of data; antigen presenting cells; danger theory; dendritic cells inspired model; intrusion detection system; negative selection algorithm; sensing infection situation; Biological system modeling; Computer security; Distributed control; Event detection; Humans; Immune system; Intrusion detection; Pathogens; Protection; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Networking, Sensing and Control, 2008. ICNSC 2008. IEEE International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-1685-1
Electronic_ISBN :
978-1-4244-1686-8
Type :
conf
DOI :
10.1109/ICNSC.2008.4525387
Filename :
4525387
Link To Document :
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