Title :
Immunity-Inspired Risk Assessment Approach for Network Security
Author :
Sun, Fei-xian ; Zhang, Shen-wu
Author_Institution :
Sch. of Comput. Sci., Zhongyuan Univ. of Technol., Zhengzhou, China
Abstract :
Risk assessment is one of the most important issues in network security research. Inspired by the principles of artificial immune system, a novel risk assessment approach for network security, referred to as IRAA, is proposed in this paper. After defining the concepts and formal definitions, the architecture and principles of IRAA are described. And then, the lifecycle models of mature and memory lymphocytes are built. Theoretical analysis and experimental results show that IRAA is valid, and it has the features of self-adaptive, distributed, and real time. Therefore, it provides a good solution to risk assessment for network security.
Keywords :
artificial immune systems; computer network security; risk management; IRAA; artificial immune system; immunity inspired risk assessment; lifecycle model; memory lymphocytes; network security; Artificial immune systems; Computer science; Computer security; Frequency; Immune system; Information security; Information systems; Risk analysis; Risk management; Sun; immune; network security; risk assessment;
Conference_Titel :
Web Information Systems and Mining, 2009. WISM 2009. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3817-4
DOI :
10.1109/WISM.2009.110