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
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;
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
DOI :
10.1109/WiCom.2008.2925