TY - GEN
T1 - Cyber-security analysis of smart grid SCADA systems with game models
AU - Hewett, Rattikorn
AU - Rudrapattana, Sudeeptha
AU - Kijsanayothin, Phongphun
PY - 2014
Y1 - 2014
N2 - Smart grid SCADA (Supervisory Control and Data Acquisition) systems are key drivers to monitor, control and manage critical processes for the delivery and transmission of electricity in smart grids. Security attacks to such systems can have devastating effects on the functionality of the smart grids leading to electrical blackouts, economic losses or even fatalities. This paper presents an analytical game theoretic approach to analyzing security of SCADA smart grids by constructing a model of sequential, nonzero sum, two-player game between an attacker and a security administrator. The distinction of our work is the proposed development of game payoff formulae. A decision analysis can then be obtained by applying backward induction technique on the game tree derived from the proposed payoffs. The paper describes the development of the game payoffs and illustrates its analysis on a real-world scenario of Sybil and node compromised attacks at the sensor level of the smart grid SCADA systems.
AB - Smart grid SCADA (Supervisory Control and Data Acquisition) systems are key drivers to monitor, control and manage critical processes for the delivery and transmission of electricity in smart grids. Security attacks to such systems can have devastating effects on the functionality of the smart grids leading to electrical blackouts, economic losses or even fatalities. This paper presents an analytical game theoretic approach to analyzing security of SCADA smart grids by constructing a model of sequential, nonzero sum, two-player game between an attacker and a security administrator. The distinction of our work is the proposed development of game payoff formulae. A decision analysis can then be obtained by applying backward induction technique on the game tree derived from the proposed payoffs. The paper describes the development of the game payoffs and illustrates its analysis on a real-world scenario of Sybil and node compromised attacks at the sensor level of the smart grid SCADA systems.
KW - Game theory
KW - Payoffs
KW - SCADA
KW - SCADA security
KW - Sequential games
KW - Utility function
UR - http://www.scopus.com/inward/record.url?scp=84905483348&partnerID=8YFLogxK
U2 - 10.1145/2602087.2602089
DO - 10.1145/2602087.2602089
M3 - Conference contribution
AN - SCOPUS:84905483348
SN - 9781450328128
T3 - ACM International Conference Proceeding Series
SP - 109
EP - 112
BT - Proceedings of 2014 9th Annual Cyber and Information Security Research Conference, CISRC 2014
PB - Association for Computing Machinery
T2 - 9th Annual Cyber and Information Security Research Conference, CISRC 2014
Y2 - 8 April 2014 through 10 April 2014
ER -