Title :
Network Survivability Evaluation Model Based on Immune Evolution and Multiple Criteria Decision Making
Author :
Chunlei, Wang ; Lan, Fang ; Yiqi, Dai ; Liang, Ming ; Qing, Miao ; Dongxia, Wang
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
Network survivability has the characteristics of complexity, dynamic evolution and uncertainty, which has become one of the most important indicators of evaluating network performance. Network survivability evaluation is a process of confirming the degree to which the network survivability technology and mechanism can defend network threats. Firstly, it needs to extract useful information from the actual system and establish the model, then the model is analyzed and necessary information is extracted. Finally, the survivability characteristics of the network can be measured and evaluated based on the model and extracted information. Current network security research lacks of models and methods which guide network survivability evaluation effectively. In this paper, we firstly describe the elements of network survivability evaluation model and their relationships, then propose a network survivability evaluation model based on evolutionary computation which includes the immune evolutionary algorithm for network survivability metric weight solving and network survivability evaluation method based on multiple criteria decision making. Finally, the correctness and effectiveness of the proposed model is validated through experimental analysis.
Keywords :
decision making; evolutionary computation; security of data; software reliability; dynamic evolution; dynamic uncertainty; evolutionary computation; immune evolutionary algorithm; multiple criteria decision making; network security research; network survivability evaluation model; network survivability metric weight; network threats; Analytical models; Computational modeling; Context modeling; Measurement; Security; Sociology; Statistics; evaluation model; immune evolution; multiple criteria decision making; network survivability;
Conference_Titel :
Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2012 International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4673-2624-7
DOI :
10.1109/CyberC.2012.37