Title :
Security Analysis of Selected AMI Failure Scenarios Using Agent Based Game Theoretic Simulation
Author :
Abercrombie, Robert K. ; Schlicher, Bob G. ; Sheldon, Frederick T.
Author_Institution :
Comput. Sci. & Eng. Div., Oak Ridge Nat. Lab. Oak Ridge, Oak Ridge, TN, USA
Abstract :
Information security analysis can be performed using game theory implemented in dynamic Agent Based Game Theoretic (ABGT) simulations. Such simulations can be verified with the results from game theory analysis and further used to explore larger scale, real world scenarios involving multiple attackers, defenders, and information assets. We concentrated our analysis on the Advanced Metering Infrastructure (AMI) functional domain which the National Electric Sector Cyber security Organization Resource (NESCOR) working group has currently documented 29 failure scenarios. The strategy for the game was developed by analyzing five electric sector representative failure scenarios contained in the AMI functional domain. From these five selected scenarios, we characterize them into three specific threat categories affecting confidentiality, integrity and availability (CIA). The analysis using our ABGT simulation demonstrates how to model the AMI functional domain using a set of rationalized game theoretic rules decomposed from the failure scenarios in terms of how those scenarios might impact the AMI network with respect to CIA.
Keywords :
game theory; security of data; ABGT simulations; AMI failure scenarios; CIA; NESCOR; advanced metering infrastructure functional domain; agent based game theoretic simulation; confidentiality integrity and availability; information security analysis; national electric sector cyber security organization resource; Analytical models; Availability; Computational modeling; Computer security; Game theory; Games; AMI Failure Scenarios; Advanced Metering Infrastructure; Agent Based Simulation; Availability; Confidentiality; Integrity; Risk Management; Simulation; Smart Grid CyberSecurity Analysis;
Conference_Titel :
System Sciences (HICSS), 2014 47th Hawaii International Conference on
Conference_Location :
Waikoloa, HI
DOI :
10.1109/HICSS.2014.255