Jamming Attacks on Remote State Estimation in Cyber-Physical Systems: A Game-Theoretic Approach
Top Cited Papers
- 29 July 2015
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Automatic Control
- Vol. 60 (10), 2831-2836
- https://doi.org/10.1109/tac.2015.2461851
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
Funding Information
- Hong Kong RGC GRF (618612)
- NSFC (U1401253)
This publication has 19 references indexed in Scilit:
- Jamming attack on Cyber-Physical Systems: A game-theoretic approachPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2013
- Optimal Sensor Power Scheduling for State Estimation of Gauss–Markov Systems Over a Packet-Dropping NetworkIEEE Transactions on Signal Processing, 2012
- Optimal control in the presence of an intelligent jammer with limited actionsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2010
- Kalman Filtering Over a Packet-Dropping Network: A Probabilistic PerspectiveIEEE Transactions on Automatic Control, 2010
- A Survey of Game Theory as Applied to Network SecurityPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2010
- Safe and Secure Networked Control Systems under Denial-of-Service AttacksLecture Notes in Computer Science, 2009
- Secure Control: Towards Survivable Cyber-Physical SystemsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2008
- Sensor Scheduling using Smart SensorsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2007
- Denial-of-service attack-detection techniquesIEEE Internet Computing, 2006
- Correlated Jamming on MIMO Gaussian Fading ChannelsIEEE Transactions on Information Theory, 2004