Title :
Jamming Attacks on Remote State Estimation in Cyber-Physical Systems: A Game-Theoretic Approach
Author :
Yuzhe Li ; Ling Shi ; Peng Cheng ; Jiming Chen ; Quevedo, Daniel E.
Author_Institution :
Electron. & Comput. Eng. Dept., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Abstract :
We consider security issues in remote state estimation of Cyber-Physical Systems (CPS). A sensor node communicates with a remote estimator through a wireless channel which may be jammed by an external attacker. With energy constraints for both the sensor and the attacker, the interactive decision making process of when to send and when to attack is studied. We formulate a game-theoretic framework and prove that the optimal strategies for both sides constitute a Nash equilibrium of a zero-sum game. To tackle the computation complexity issues, we present a constraint-relaxed problem and provide corresponding solutions using Markov chain theory.
Keywords :
Markov processes; computational complexity; computer network security; decision making; embedded systems; game theory; jamming; state estimation; wireless channels; Cyber-Physical system; Markov chain theory; Nash equilibrium; computation complexity; constraint relaxed problem; energy constraint; game theory; interactive decision making process; jamming attack; optimal strategy; remote state estimation; security issue; wireless channel; zero-sum game; Computer crime; Games; Jamming; Linear programming; Nash equilibrium; State estimation; Cyber-Physical Systems; Cyber-physical systems (CPS); DoS Jamming Attack; DoS jamming attack; Game Theory; Markov Chain; Markov chain; Remote State Estimation; game theory; remote state estimation;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2015.2461851