Title :
A Game-Theoretic Approach to Stochastic Security and Dependability Evaluation
Author :
Sallhammar, Karin ; Helvik, Bjarne E. ; Knapskog, Sven J.
Author_Institution :
Centre for Quantifiable Quality of Service in Commun. Syst., Norwegian Univ. of Sci. & Technol., Trondheim
fDate :
Sept. 29 2006-Oct. 1 2006
Abstract :
The complex networked computer systems of today are often vulnerable to a large number of failures, accidental as well as intentional. To be able to assess to what degree one can rely on such a system, new methods for quantitative evaluation is needed. This paper presents a stochastic model for integrated security and dependability evaluation, which models malicious attacker behavior as transitions between system states. To predict the probabilities of attack actions a game theoretic approach is applied. We demonstrate the method by computing security and dependability measures in two different case studies
Keywords :
game theory; security of data; stochastic processes; dependability evaluation; game theory; malicious attacker behavior model; stochastic security; Communication system security; Communication systems; Computer networks; Context modeling; Costs; Game theory; Intrusion detection; Quality of service; Stochastic processes; Stochastic systems;
Conference_Titel :
Dependable, Autonomic and Secure Computing, 2nd IEEE International Symposium on
Conference_Location :
Indianapolis, IN
Print_ISBN :
0-7695-2539-3
DOI :
10.1109/DASC.2006.7