TY - JOUR
T1 - Security Analysis of Linearization for Nonlinear Networked Control Systems under DoS
AU - Kato, Rui
AU - Cetinkaya, Ahmet
AU - Ishii, Hideaki
N1 - Funding Information:
This work was supported in part by the JST CREST under Grant JPMJCR15K3, in part by JST Mirai under Grant 18077648, in part by JSPS KAKENHI under Grant 18H01460 and Grant 20K14771, and in part by JST ERATO HASUO Metamathematics for Systems Design Project under Grant JPMJER1603.
Publisher Copyright:
© 2014 IEEE.
PY - 2021/12/1
Y1 - 2021/12/1
N2 - We explore a security analysis of nonlinear networked control systems under denial-of-service (DoS) attacks. In particular, we focus on the vulnerability of a linearization approach in a stabilization problem. When linearization-based control is used, DoS attacks can make the state leave the region of attraction. This situation can occur when the initial state lies outside a certain region around the equilibrium, the size of which depends on the strength of the attacks on the network. In this article, we first derive a sufficient condition for local stability of a nonlinear system under averagely constrained DoS attacks. Then, we investigate the region of attraction and derive an explicit relation between the initial states and the DoS parameters to guarantee convergence of the state trajectories. Furthermore, we investigate a destabilization problem from the perspective of malicious attackers and present an instability condition. By a numerical example, we demonstrate a new insight foattackers to induce undesired behaviors of the control system.
AB - We explore a security analysis of nonlinear networked control systems under denial-of-service (DoS) attacks. In particular, we focus on the vulnerability of a linearization approach in a stabilization problem. When linearization-based control is used, DoS attacks can make the state leave the region of attraction. This situation can occur when the initial state lies outside a certain region around the equilibrium, the size of which depends on the strength of the attacks on the network. In this article, we first derive a sufficient condition for local stability of a nonlinear system under averagely constrained DoS attacks. Then, we investigate the region of attraction and derive an explicit relation between the initial states and the DoS parameters to guarantee convergence of the state trajectories. Furthermore, we investigate a destabilization problem from the perspective of malicious attackers and present an instability condition. By a numerical example, we demonstrate a new insight foattackers to induce undesired behaviors of the control system.
KW - Denial-of-service (DoS) attacks
KW - linearization
KW - networked control systems
KW - nonlinear systems
KW - stability analysis
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U2 - 10.1109/TCNS.2021.3078130
DO - 10.1109/TCNS.2021.3078130
M3 - Article
AN - SCOPUS:85105845150
SN - 2325-5870
VL - 8
SP - 1692
EP - 1704
JO - IEEE Transactions on Control of Network Systems
JF - IEEE Transactions on Control of Network Systems
IS - 4
ER -