Title :
Network Survivability Analysis Based on Stochastic Game Model
Author :
Wang Chunlei ; Miao Qing ; Dai Yiqi
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
With the increase of network complexity and continuous development of network attack techniques, it is unrealistic to prevent network from attacks or intrusion threats absolutely, a large number of critical network services require that they can provide adequate qualities of services in the face of suffering intrusions or even certain parts of network system be destroyed. Therefore, network survivability technologies in open environment are becoming a research focus in network security field. This paper proposes network threat evolution model based on threat evolutionary behaviors and threat propagations. Then, network survivability is abstracted as a dynamic game process among network attacker, network defender and normal user, thereafter network survivability stochastic game model is established and network survivability analysis algorithm is proposed based on the game model. Finally, the proposed network survivability analysis model and approach are experimented in a typical network environment. The results show that the analysis model and approach proposed are feasible and effective.
Keywords :
computer network reliability; computer network security; game theory; open systems; stochastic processes; critical network services; dynamic game process; network attack technique development; network attacker; network complexity; network defender; network environment; network intrusion threats; network survivability stochastic game model; network threat evolution model; normal user; open environment; threat evolutionary behaviors; threat propagations; Accidents; Analytical models; Games; Measurement; Object recognition; Security; Stochastic processes; network survivability analysis; network threat analysis; stochastic game model;
Conference_Titel :
Multimedia Information Networking and Security (MINES), 2012 Fourth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-3093-0
DOI :
10.1109/MINES.2012.147