Volume 13
Issue 7
IEEE/CAA Journal of Automatica Sinica
| Citation: | L. Ma, Y. Dai, and C. Gao, “Security control of nonlinear systems subject to deception attacks: A reinforcement learning approach,” IEEE/CAA J. Autom. Sinica, vol. 13, no. 7, pp. 1764–1766, Jul. 2026. doi: 10.1109/JAS.2025.125513 |
| [1] |
Y. Sun, M. Chen, K. Peng, L. Wu, and C. Liu, “Finite-time adaptive optimal control of uncertain strict-feedback nonlinear systems based on fuzzy observer and reinforcement learning,” Int. J. Syst. Sci., vol. 55, no. 8, pp. 1553–1570, 2024. doi: 10.1080/00207721.2024.2312882
|
| [2] |
C. Ma, P. Cheng, and C. Cai, “Localization and mapping method based on multimodal information fusion and deep learning for dynamic object removal,” Int. J. Netw. Dyn. Intell., vol. 3, no. 2, Art. no. 100008, 2024.
|
| [3] |
G. He, M. Hu, and Z. Shen, “Consensus of switched multi-agents system with cooperative and competitive relationship,” Syst. Sci. Contr. Eng., vol. 11, no. 1, Art. no. 2192008, 2023. doi: 10.1080/21642583.2023.2192008
|
| [4] |
L. Hu, Z. Wang, Q.-L. Han, and X. Liu, “State estimation under false data injection attacks: Security analysis and system protection,” Automatica, vol. 87, pp. 176–183, 2018. doi: 10.1016/j.automatica.2017.09.028
|
| [5] |
L. Liu, L. Ma, J. Zhang, and Y. Bo, “Distributed non-fragile set-membership filtering for nonlinear systems under fading channels and bias injection attacks,” Int. J. Syst. Sci., vol. 52, no. 6, pp. 1192–1205, 2021. doi: 10.1080/00207721.2021.1872118
|
| [6] |
L. Ma, Z. Wang, H. Liu, F. E. Alsaadi, and F. E. Alsaadi, “Neural-network-based filtering for a general class of nonlinear systems under dynamically bounded innovations over sensor networks,” IEEE T Netw. Sci. Eng., vol. 9, no. 3, pp. 1395–1408, 2022. doi: 10.1109/TNSE.2022.3144484
|
| [7] |
C. Wu, X. Li, W. Pan, J. Liu, and L. Wu, “Zero-sum game-based optimal secure control under actuator attacks,” IEEE T Autom. Control, vol. 66, no. 8, pp. 3773–3780, 2021. doi: 10.1109/TAC.2020.3029342
|
| [8] |
C. Wu, W. Yao, W. Pan, G. Sun, J. Liu, and L. Wu, “Secure control for cyber-physical systems under malicious attacks,” IEEE Trans. Control Netw. Syst., vol. 9, no. 2, pp. 775–788, 2022. doi: 10.1109/TCNS.2021.3094782
|
| [9] |
F. Farivar, M. S. Haghighi, A. Jolfaei, and M. Alazab, “Artificial intelligence for detection, estimation, and compensation of malicious attacks in nonlinear cyber-physical systems and industrial IoT,” IEEE Trans. Ind. Informat., vol. 16, no. 4, pp. 2716–2725, 2020. doi: 10.1109/TII.2019.2956474
|
| [10] |
D. Liu, H. Li, and D. Wang, “Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm,” Neurocomputing, vol. 110, pp. 92–100, 2013. doi: 10.1016/j.neucom.2012.11.021
|