Dynamic Resilient Network Games Considering Connectivity

To address cyber security issues in multi-agent type systems, we formulate a game theoretic problem on resilient graphs, where the utilities of the players are mainly related to the connectivity of the network. An attacker is capable to disconnect part of the edges of the graph by emitting jamming signals while, in response, the defender recovers some of them by increasing the transmitted power for the communication over the corresponding edges. The players’ actions are constrained by their energy for transmissions and they play this two-stage game repeatedly over time. Their strategies are characterized by the edge connectivity and the timings to start/stop their actions. A numerical example is provided to demonstrate the efficacy of the results.

[1]  Tomohisa Hayakawa,et al.  The Effect of Time-Varying Jamming Interference on Networked Stabilization , 2018, SIAM J. Control. Optim..

[2]  Dorit S. Hochbaum,et al.  A Polynomial Algorithm for the k-cut Problem for Fixed k , 1994, Math. Oper. Res..

[3]  Subhrakanti Dey,et al.  Stochastic consensus over noisy networks with Markovian and arbitrary switches , 2010, Autom..

[4]  Ruggero Carli,et al.  Distributed averaging on digital erasure networks , 2011, Autom..

[5]  Danial Senejohnny,et al.  A Jamming-Resilient Algorithm for Self-Triggered Network Coordination , 2016, IEEE Transactions on Control of Network Systems.

[6]  Xi Fang,et al.  Coping with a Smart Jammer in Wireless Networks: A Stackelberg Game Approach , 2013, IEEE Transactions on Wireless Communications.

[7]  Quanyan Zhu,et al.  Game-Theoretic Methods for Robustness, Security, and Resilience of Cyberphysical Control Systems: Games-in-Games Principle for Optimal Cross-Layer Resilient Control Systems , 2015, IEEE Control Systems.

[8]  Tomohisa Hayakawa,et al.  Randomized Transmission Protocols for Protection against Jamming Attacks in Multi-Agent Consensus , 2018, Autom..

[9]  Quanyan Zhu,et al.  A Dynamic Game Approach to Strategic Design of Secure and Resilient Infrastructure Network , 2019, IEEE Transactions on Information Forensics and Security.

[10]  Ling Shi,et al.  SINR-Based DoS Attack on Remote State Estimation: A Game-Theoretic Approach , 2017, IEEE Transactions on Control of Network Systems.

[11]  Quanyan Zhu,et al.  Dynamic Resilient Network Games With Applications to Multiagent Consensus , 2020, IEEE Transactions on Control of Network Systems.

[12]  Tansu Alpcan,et al.  Network Security , 2010 .

[13]  Quanyan Zhu,et al.  Subgame Perfect Equilibrium Analysis for Jamming Attacks on Resilient Graphs , 2019, 2019 American Control Conference (ACC).

[14]  Tomohisa Hayakawa,et al.  Networked Control Under Random and Malicious Packet Losses , 2016, IEEE Transactions on Automatic Control.