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Cyber Security Risks Assessment with Bayesian Defense Graphs and Architectural Models
By: Johnson, P.; Ekstedt, M.; Sommestad, T.;
2009 / IEEE / 978-0-7695-3450-3
This item was taken from the IEEE Conference ' Cyber Security Risks Assessment with Bayesian Defense Graphs and Architectural Models ' To facilitate rational decision making regarding cyber security investments, decision makers need to be able to assess expected losses before and after potential investments. This paper presents a model based assessment framework for analyzing the cyber security provided by different architectural scenarios. The framework uses the Bayesian statistics based Extended Influence Diagrams to express attack graphs and related countermeasures. In this paper it is demonstrated how this structure can be captured in an abstract model to support analysis based on architectural models. The approach allows calculating the probability that attacks will succeed and the expected loss of these given the instantiated architectural scenario. Moreover, the framework can handle the uncertainties that are accompanied to the analyses. In architectural analysis there are uncertainties acquainted both to the scenario and its properties, as well as to the analysis framework that stipulates how security countermeasures contribute to cyber security.
Cyber Security Risk Assessment Management
Bayesian Defense Graph
Bayesian Statistics Based Extended Influence Diagram
Management Information Systems
Security Of Data
Cyber Security Investment