DocumentCode
3478317
Title
Three-Level Anomaly Disposal System Model Based on Danger Theory
Author
Fu, Hai-Dong ; Li, Gui-Feng
Author_Institution
Coll. of Comput. Sci. & Technol., Wuhan Univ. of Sci. & Technol., Wuhan
fYear
2008
fDate
12-14 Oct. 2008
Firstpage
1
Lastpage
5
Abstract
In order to improve the intrusion detection system based on traditional immune theory, a new three levels anomaly disposal system model based on danger theory was proposed in this paper. The data stream is treated with three levels anomaly disposal in the model, the first level is to recognize the danger and remove the data of non-danger which will not bring damage to the system, for the second level is all dangerous abnormal invasions which will be classified properly, and then the danger will be solved finally at the third level. The designed model improved the system\´s "danger" recognition, reduced the false alarm as well as failed alarm efficiently, and it has strong robustness and cognitive learning ability.
Keywords
artificial immune systems; computer networks; learning (artificial intelligence); telecommunication security; cognitive learning ability; computer network security; danger theory; data stream; false alarm; immune theory; intrusion detection system; three-level anomaly disposal system model; Artificial immune systems; Biological system modeling; Computer science; Detection algorithms; Educational institutions; Immune system; Information security; Intrusion detection; Organisms; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4244-2107-7
Electronic_ISBN
978-1-4244-2108-4
Type
conf
DOI
10.1109/WiCom.2008.2925
Filename
4681114
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