Security control for two-time-scale networked systems under unreliable Markov networks subject to hybrid attacks
This work addresses the security control problem of two-time-scale networked systems operating on unreliable Markov networks under hybrid attacks. Markov jump processes are employed to model the different types of network attacks that the system may encounter, thereby defining three operational mode...
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| Published in | Journal of the Franklin Institute Vol. 362; no. 7; p. 107641 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Inc
01.05.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0016-0032 |
| DOI | 10.1016/j.jfranklin.2025.107641 |
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| Abstract | This work addresses the security control problem of two-time-scale networked systems operating on unreliable Markov networks under hybrid attacks. Markov jump processes are employed to model the different types of network attacks that the system may encounter, thereby defining three operational modes: normal operation, deception attacks, and scaling attacks. A non-fragile control strategy is proposed to mitigate gain fluctuations resulting from unexpected errors and disturbances, which can enhance the robustness of the designed controller. A Lyapunov function with singular perturbation parameter is constructed to analyze both the system stability and H∞ performance index, where the singular perturbation parameter characterize the dynamics associated with fast and slow time-scale variations, leading to a set of sufficient stability conditions. Finally, the validity of the proposed control method is verified via numerical simulations.
•The designed controller can perform security control in accordance with different modes.•A non-fragile control strategy is employed to enhance system stability.•The Lyapunov function with singular perturbation parameters is used. |
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| AbstractList | This work addresses the security control problem of two-time-scale networked systems operating on unreliable Markov networks under hybrid attacks. Markov jump processes are employed to model the different types of network attacks that the system may encounter, thereby defining three operational modes: normal operation, deception attacks, and scaling attacks. A non-fragile control strategy is proposed to mitigate gain fluctuations resulting from unexpected errors and disturbances, which can enhance the robustness of the designed controller. A Lyapunov function with singular perturbation parameter is constructed to analyze both the system stability and H∞ performance index, where the singular perturbation parameter characterize the dynamics associated with fast and slow time-scale variations, leading to a set of sufficient stability conditions. Finally, the validity of the proposed control method is verified via numerical simulations.
•The designed controller can perform security control in accordance with different modes.•A non-fragile control strategy is employed to enhance system stability.•The Lyapunov function with singular perturbation parameters is used. |
| ArticleNumber | 107641 |
| Author | Li, Feng Hou, Jingjing Shen, Hao Wang, Xiulin Cai, Youzhi |
| Author_xml | – sequence: 1 givenname: Jingjing surname: Hou fullname: Hou, Jingjing email: jingjingh24@163.com – sequence: 2 givenname: Xiulin surname: Wang fullname: Wang, Xiulin email: xiulinwang123@163.com – sequence: 3 givenname: Youzhi surname: Cai fullname: Cai, Youzhi email: youzhicai1@gmail.com – sequence: 4 givenname: Feng orcidid: 0000-0002-1711-3891 surname: Li fullname: Li, Feng email: fengli4131@gmail.com – sequence: 5 givenname: Hao orcidid: 0000-0001-7024-6573 surname: Shen fullname: Shen, Hao email: haoshen@ahut.edu.cn |
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| Cites_doi | 10.1109/TCSI.2020.3036626 10.1109/JAS.2020.1003099 10.1109/TFUZZ.2024.3449322 10.1109/TIE.2009.2035462 10.1109/TII.2015.2506545 10.1016/j.jfranklin.2024.107096 10.1109/TII.2021.3073066 10.1016/j.jfranklin.2024.107119 10.1109/TASE.2022.3208016 10.1109/TII.2020.3027840 10.1109/TCYB.2021.3070356 10.1115/1.1469548 10.1109/TCYB.2022.3220537 10.1109/JAS.2019.1911651 10.1016/j.jfranklin.2024.107180 10.1109/TFUZZ.2022.3148875 10.1109/TCYB.2018.2842434 10.1109/TAC.2023.3326861 10.1016/j.automatica.2021.109749 10.1016/j.automatica.2020.109405 10.1109/TCYB.2024.3448407 10.1109/TCYB.2018.2884498 10.1007/s11071-020-06085-5 10.1109/TNNLS.2021.3093700 10.1109/TCST.2022.3141581 10.1109/TII.2019.2946618 10.1109/TFUZZ.2020.2990108 10.1109/JAS.2021.1003925 10.1016/j.jfranklin.2020.02.037 10.1109/TITS.2021.3110759 10.1109/TASE.2022.3205176 10.1109/TCYB.2020.2964301 10.1016/j.automatica.2020.109172 10.1016/j.jfranklin.2024.107319 10.1109/TNNLS.2020.3027467 10.1109/TSMC.2021.3130614 10.1109/TITS.2021.3053406 10.1109/TNNLS.2021.3107607 10.1109/TAC.2020.2989773 10.1109/TCYB.2019.2912622 |
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| References | Zhang, Han, Ge, Ding, Ding, Yue, Peng (b3) 2020; 7 Pan, Wu, Lam (b15) 2022; 30 He, Mo (b23) 2022; 52 Su, Wang, Chang, Yang, Assawinchaichote (b5) 2021; 125 Wang, Huang, Xie, Yan, Shen (b13) 2024; 32 Zhang, Li, Lv, Sangaiah, Huang (b20) 2020; 7 Zhang, Dong, Wu, Chen, Guan (b40) 2023; 20 Wan, Li, Li, Wu (b12) 2022; 33 Kim, Chung (b29) 2002; 7 Li, Zheng, Xu, Yuan (b36) 2021; 133 Wang, Wang, Hu, Yang (b4) 2024; 361 Shen, Hu, Wang, Cao, Qian (b37) 2023; 34 Shen, Wang, Wu, Park, Wang (b16) 2024; 54 Zhong, Yang, Shi, Zhong, Li, Sotelo (b33) 2022; 23 Cao, Hu, Shi, Colombo, Karnouskos, Li (b19) 2021; 17 Wang, Wang, Yan, Shen (b22) 2024; 69 Gupta, Chow (b1) 2010; 57 Zhang, Han, Yu (b2) 2016; 12 Fan, Yan, Zhang, Shen, Shi (b35) 2021; 68 Wang, Xing, Cao, Park, Shen (b39) 2023; 34 Ma, Guo, Wang, Chakrabarty, Ahn, Orlik, Guan, Lu (b6) 2022; 30 Wang, Wu, Shen, Cao, Rutkowski (b30) 2023; 53 He, Qi, Liu, Wang (b28) 2021; 103 Friha, Ferrag, Shu, Maglaras, Wang (b18) 2021; 8 Peng, Sun (b14) 2020; 65 Zhou, Wang, Li, Du, Yue (b7) 2024; 361 Qiu, Zhao, Zhang, Chen, Chen (b17) 2019; 16 Farivar, Haghighi, Jolfaei, Wen (b10) 2021; 22 Meira-Góes, Kang, Kwong, Lafortune (b24) 2020; 121 Shen, Wu, Wang, Yan, Xu (b31) 2024 Shen, Yang, Xia, Park (b32) 2021; 29 Zhang, Shi, Ma, Cai, Su (b26) 2019; 49 Zhang, Dong, Shi, Chen, Guan (b41) 2023; 20 Gao, Zhao, Wang, Tan, Ma (b27) 2020; 357 Zhu, Tang, Kang, Zhang, Lv, She, Tan (b38) 2024; 361 Lin, Han, Qi, Du, Xu, Martínez-García (b8) 2021; 17 Liu, Tang, Zhang, Li, Li (b21) 2024; 361 Hu, Mu (b25) 2022; 52 Zhang, Liu, Xia, Ma (b34) 2020; 50 Su, Long, Zeng (b11) 2020; 50 Guo, Zhang, Zhao, Song (b9) 2021; 51 Farivar (10.1016/j.jfranklin.2025.107641_b10) 2021; 22 He (10.1016/j.jfranklin.2025.107641_b23) 2022; 52 Gupta (10.1016/j.jfranklin.2025.107641_b1) 2010; 57 Cao (10.1016/j.jfranklin.2025.107641_b19) 2021; 17 Lin (10.1016/j.jfranklin.2025.107641_b8) 2021; 17 Ma (10.1016/j.jfranklin.2025.107641_b6) 2022; 30 Qiu (10.1016/j.jfranklin.2025.107641_b17) 2019; 16 Shen (10.1016/j.jfranklin.2025.107641_b37) 2023; 34 Wang (10.1016/j.jfranklin.2025.107641_b22) 2024; 69 Li (10.1016/j.jfranklin.2025.107641_b36) 2021; 133 Shen (10.1016/j.jfranklin.2025.107641_b16) 2024; 54 Zhang (10.1016/j.jfranklin.2025.107641_b41) 2023; 20 Gao (10.1016/j.jfranklin.2025.107641_b27) 2020; 357 Pan (10.1016/j.jfranklin.2025.107641_b15) 2022; 30 Hu (10.1016/j.jfranklin.2025.107641_b25) 2022; 52 Zhou (10.1016/j.jfranklin.2025.107641_b7) 2024; 361 Su (10.1016/j.jfranklin.2025.107641_b5) 2021; 125 Guo (10.1016/j.jfranklin.2025.107641_b9) 2021; 51 Kim (10.1016/j.jfranklin.2025.107641_b29) 2002; 7 Wang (10.1016/j.jfranklin.2025.107641_b13) 2024; 32 Zhu (10.1016/j.jfranklin.2025.107641_b38) 2024; 361 Shen (10.1016/j.jfranklin.2025.107641_b32) 2021; 29 Zhang (10.1016/j.jfranklin.2025.107641_b34) 2020; 50 Peng (10.1016/j.jfranklin.2025.107641_b14) 2020; 65 Friha (10.1016/j.jfranklin.2025.107641_b18) 2021; 8 Zhang (10.1016/j.jfranklin.2025.107641_b3) 2020; 7 Zhang (10.1016/j.jfranklin.2025.107641_b26) 2019; 49 Zhang (10.1016/j.jfranklin.2025.107641_b20) 2020; 7 He (10.1016/j.jfranklin.2025.107641_b28) 2021; 103 Liu (10.1016/j.jfranklin.2025.107641_b21) 2024; 361 Zhang (10.1016/j.jfranklin.2025.107641_b40) 2023; 20 Zhang (10.1016/j.jfranklin.2025.107641_b2) 2016; 12 Wang (10.1016/j.jfranklin.2025.107641_b39) 2023; 34 Su (10.1016/j.jfranklin.2025.107641_b11) 2020; 50 Wang (10.1016/j.jfranklin.2025.107641_b30) 2023; 53 Zhong (10.1016/j.jfranklin.2025.107641_b33) 2022; 23 Wan (10.1016/j.jfranklin.2025.107641_b12) 2022; 33 Fan (10.1016/j.jfranklin.2025.107641_b35) 2021; 68 Meira-Góes (10.1016/j.jfranklin.2025.107641_b24) 2020; 121 Shen (10.1016/j.jfranklin.2025.107641_b31) 2024 Wang (10.1016/j.jfranklin.2025.107641_b4) 2024; 361 |
| References_xml | – volume: 53 start-page: 7380 year: 2023 end-page: 7391 ident: b30 article-title: Fuzzy publication-title: IEEE Trans. Cybern. – volume: 51 start-page: 188 year: 2021 end-page: 198 ident: b9 article-title: CPS-based self-adaptive collaborative control for smart production-logistics systems publication-title: IEEE Trans. Cybern. – year: 2024 ident: b31 article-title: Reinforcement learning control of double-layer Markov jump systems with PDT-switched transition probabilities publication-title: IEEE Trans. Autom. Sci. Eng. – volume: 121 year: 2020 ident: b24 article-title: Synthesis of sensor deception attacks at the supervisory layer of cyber–physical systems publication-title: Automatica – volume: 69 start-page: 1760 year: 2024 end-page: 1766 ident: b22 article-title: Composite anti-disturbance publication-title: IEEE Trans. Autom. Control – volume: 7 start-page: 1 year: 2020 end-page: 17 ident: b3 article-title: Networked control systems: A survey of trends and techniques publication-title: IEE/ CAA J. Autom. Sin. – volume: 23 start-page: 12191 year: 2022 end-page: 12201 ident: b33 article-title: Event-triggered publication-title: IEEE Trans. Int. Transp. Syst – volume: 20 start-page: 2435 year: 2023 end-page: 2444 ident: b41 article-title: Distributed observer-based event-triggered load frequency control of multiarea power systems under cyber attacks publication-title: IEEE Trans. Autom. Sci. Eng. – volume: 17 start-page: 7806 year: 2021 end-page: 7819 ident: b19 article-title: A survey on edge and edge-cloud computing assisted cyber-physical systems publication-title: IEEE Trans. Ind. Informat. – volume: 361 year: 2024 ident: b21 article-title: Dynamic event-triggered dual-channel quantized sliding mode control for uncertain networked control systems under DoS attacks publication-title: J. Franklin Inst. – volume: 52 start-page: 10314 year: 2022 end-page: 10327 ident: b23 article-title: Secure event-triggered consensus control of linear multiagent systems subject to sequential scaling attacks publication-title: IEEE Trans. Cybern. – volume: 133 year: 2021 ident: b36 article-title: A novel publication-title: Automatica – volume: 32 start-page: 6388 year: 2024 end-page: 6398 ident: b13 article-title: Optimal control for fuzzy Markov jump singularly perturbed systems: A hybrid zero-sum game iteration approach publication-title: IEEE Trans. Fuzzy Syst. – volume: 7 start-page: 500 year: 2002 end-page: 514 ident: b29 article-title: Performance tuning of robust motion controllers for high-accuracy positioning systems publication-title: IEEE/ ASME Trans. Mech. – volume: 7 start-page: 790 year: 2020 end-page: 799 ident: b20 article-title: A real-time and ubiquitous network attack detection based on deep belief network and support vector machine publication-title: IEE/ CAA J. Autom. Sin. – volume: 29 start-page: 1953 year: 2021 end-page: 1966 ident: b32 article-title: Nonfragile fuzzy control for nonlinear fast sampling singularly perturbed systems subject to Markov jumping parameters publication-title: IEEE Trans. Fuzzy Syst. – volume: 68 start-page: 856 year: 2021 end-page: 867 ident: b35 article-title: Dynamic event-based non-fragile dissipative state estimation for quantized complex networks with fading measurements and its application publication-title: IEEE Trans. Circuits Syst. I, Reg. Pap. – volume: 34 start-page: 2682 year: 2023 end-page: 2692 ident: b37 article-title: Non-fragile publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 125 year: 2021 ident: b5 article-title: Event-triggered sliding mode control of networked control systems with Markovian jump parameters publication-title: Automatica – volume: 30 start-page: 2360 year: 2022 end-page: 2376 ident: b6 article-title: Optimal dynamic transmission scheduling for wireless networked control systems publication-title: IEEE Trans. Control Syst. Technol. – volume: 361 year: 2024 ident: b7 article-title: Asynchronous encoder-based event-triggered control of nonlinear networked control system under DoS attacks publication-title: J. Franklin Inst. – volume: 22 start-page: 3824 year: 2021 end-page: 3831 ident: b10 article-title: On the security of networked control systems in smart vehicle and its adaptive cruise control publication-title: IEEE Trans. Int. Transp. Syst – volume: 34 start-page: 278 year: 2023 end-page: 289 ident: b39 article-title: bipartite synchronization of double-layer Markov switched cooperation-competition neural networks: a distributed dynamic event-triggered mechanism publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 103 start-page: 1585 year: 2021 end-page: 1598 ident: b28 article-title: Adaptive attack-resilient control for Markov jump system with additive attacks publication-title: Nonlinear Dynam. – volume: 17 start-page: 4411 year: 2021 end-page: 4420 ident: b8 article-title: Energy-optimal data collection for unmanned aerial vehicle-aided industrial wireless sensor network-based agricultural monitoring system: A clustering compressed sampling approach publication-title: IEEE Trans. Ind. Informat. – volume: 8 start-page: 718 year: 2021 end-page: 752 ident: b18 article-title: Internet of things for the future of smart agriculture: A comprehensive survey of emerging technologies publication-title: IEE/ CAA J. Autom. Sin. – volume: 357 start-page: 6435 year: 2020 end-page: 6452 ident: b27 article-title: Event-triggered output feedback control for discrete Markov jump systems under deception attack publication-title: J. Franklin Inst. – volume: 50 start-page: 3963 year: 2020 end-page: 3972 ident: b34 article-title: Optimal stealthy deception attack against cyber-physical systems publication-title: IEEE Trans. Cybern. – volume: 20 start-page: 2516 year: 2023 end-page: 2526 ident: b40 article-title: Reliable event-triggered load frequency control of uncertain multiarea power systems with actuator failures publication-title: IEEE Trans. Autom. Sci. Eng. – volume: 52 start-page: 5636 year: 2022 end-page: 5645 ident: b25 article-title: Event-triggered impulsive control for stochastic networked control systems under cyber attacks publication-title: IEEE Trans. Syst. Man, Cybern. Syst. – volume: 361 year: 2024 ident: b4 article-title: Stability of networked control systems under malicious attacks and bit rate constraints publication-title: J. Franklin Inst. – volume: 50 start-page: 1440 year: 2020 end-page: 1449 ident: b11 article-title: Controllability of two-time-scale discrete-time multiagent systems publication-title: IEEE Trans. Cybern. – volume: 12 start-page: 1740 year: 2016 end-page: 1752 ident: b2 article-title: Survey on recent advances in networked control systems publication-title: IEEE Trans. Ind. Informat. – volume: 30 start-page: 4359 year: 2022 end-page: 4368 ident: b15 article-title: Security-based fuzzy control for nonlinear networked control systems with DoS attacks via a resilient event-triggered scheme publication-title: IEEE Trans. Fuzzy Syst. – volume: 54 start-page: 7068 year: 2024 end-page: 7079 ident: b16 article-title: Secure control for Markov jump cyber–physical systems subject to malicious attacks: A resilient hybrid learning scheme publication-title: IEEE Trans. Cybern. – volume: 49 start-page: 3375 year: 2019 end-page: 3384 ident: b26 article-title: Quantized feedback control of fuzzy Markov jump systems publication-title: IEEE Trans. Cybern. – volume: 33 start-page: 25 year: 2022 end-page: 36 ident: b12 article-title: Finite-time publication-title: IEEE Trans. Neural Netw. Learn. Syst. – volume: 57 start-page: 2527 year: 2010 end-page: 2535 ident: b1 article-title: Networked control system: Overview and research trends publication-title: IEEE Trans. Ind. Electron. – volume: 16 start-page: 4297 year: 2019 end-page: 4307 ident: b17 article-title: Underwater internet of things in smart ocean: System architecture and open issues publication-title: IEEE Trans. Ind. Informat. – volume: 65 start-page: 3943 year: 2020 end-page: 3949 ident: b14 article-title: Switching-like event-triggered control for networked control systems under malicious denial of service attacks publication-title: IEEE Trans. Autom. Control – volume: 361 year: 2024 ident: b38 article-title: control of uncertain T-S fuzzy networked control systems with actuator faults under stochastic packet loss-dependent event-triggered schemes publication-title: J. Franklin Inst. – volume: 68 start-page: 856 issue: 2 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b35 article-title: Dynamic event-based non-fragile dissipative state estimation for quantized complex networks with fading measurements and its application publication-title: IEEE Trans. Circuits Syst. I, Reg. Pap. doi: 10.1109/TCSI.2020.3036626 – volume: 7 start-page: 790 issue: 3 year: 2020 ident: 10.1016/j.jfranklin.2025.107641_b20 article-title: A real-time and ubiquitous network attack detection based on deep belief network and support vector machine publication-title: IEE/ CAA J. Autom. Sin. doi: 10.1109/JAS.2020.1003099 – volume: 32 start-page: 6388 issue: 11 year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b13 article-title: Optimal control for fuzzy Markov jump singularly perturbed systems: A hybrid zero-sum game iteration approach publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2024.3449322 – year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b31 article-title: Reinforcement learning control of double-layer Markov jump systems with PDT-switched transition probabilities publication-title: IEEE Trans. Autom. Sci. Eng. – volume: 57 start-page: 2527 issue: 7 year: 2010 ident: 10.1016/j.jfranklin.2025.107641_b1 article-title: Networked control system: Overview and research trends publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2009.2035462 – volume: 12 start-page: 1740 issue: 5 year: 2016 ident: 10.1016/j.jfranklin.2025.107641_b2 article-title: Survey on recent advances in networked control systems publication-title: IEEE Trans. Ind. Informat. doi: 10.1109/TII.2015.2506545 – volume: 361 issue: 14 year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b21 article-title: Dynamic event-triggered dual-channel quantized sliding mode control for uncertain networked control systems under DoS attacks publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2024.107096 – volume: 17 start-page: 7806 issue: 11 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b19 article-title: A survey on edge and edge-cloud computing assisted cyber-physical systems publication-title: IEEE Trans. Ind. Informat. doi: 10.1109/TII.2021.3073066 – volume: 361 issue: 16 year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b38 article-title: H∞ control of uncertain T-S fuzzy networked control systems with actuator faults under stochastic packet loss-dependent event-triggered schemes publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2024.107119 – volume: 20 start-page: 2435 issue: 4 year: 2023 ident: 10.1016/j.jfranklin.2025.107641_b41 article-title: Distributed observer-based event-triggered load frequency control of multiarea power systems under cyber attacks publication-title: IEEE Trans. Autom. Sci. Eng. doi: 10.1109/TASE.2022.3208016 – volume: 17 start-page: 4411 issue: 6 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b8 article-title: Energy-optimal data collection for unmanned aerial vehicle-aided industrial wireless sensor network-based agricultural monitoring system: A clustering compressed sampling approach publication-title: IEEE Trans. Ind. Informat. doi: 10.1109/TII.2020.3027840 – volume: 52 start-page: 10314 issue: 10 year: 2022 ident: 10.1016/j.jfranklin.2025.107641_b23 article-title: Secure event-triggered consensus control of linear multiagent systems subject to sequential scaling attacks publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2021.3070356 – volume: 7 start-page: 500 issue: 4 year: 2002 ident: 10.1016/j.jfranklin.2025.107641_b29 article-title: Performance tuning of robust motion controllers for high-accuracy positioning systems publication-title: IEEE/ ASME Trans. Mech. doi: 10.1115/1.1469548 – volume: 53 start-page: 7380 issue: 11 year: 2023 ident: 10.1016/j.jfranklin.2025.107641_b30 article-title: Fuzzy H∞ control of discrete-time nonlinear Markov jump systems via a novel hybrid reinforcement Q-learning method publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2022.3220537 – volume: 7 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.jfranklin.2025.107641_b3 article-title: Networked control systems: A survey of trends and techniques publication-title: IEE/ CAA J. Autom. Sin. doi: 10.1109/JAS.2019.1911651 – volume: 361 issue: 16 year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b7 article-title: Asynchronous encoder-based event-triggered control of nonlinear networked control system under DoS attacks publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2024.107180 – volume: 30 start-page: 4359 issue: 10 year: 2022 ident: 10.1016/j.jfranklin.2025.107641_b15 article-title: Security-based fuzzy control for nonlinear networked control systems with DoS attacks via a resilient event-triggered scheme publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2022.3148875 – volume: 49 start-page: 3375 issue: 9 year: 2019 ident: 10.1016/j.jfranklin.2025.107641_b26 article-title: Quantized feedback control of fuzzy Markov jump systems publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2018.2842434 – volume: 69 start-page: 1760 issue: 3 year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b22 article-title: Composite anti-disturbance H∞ control for hidden Markov jump systems with multi-sensor against replay attacks publication-title: IEEE Trans. Autom. Control doi: 10.1109/TAC.2023.3326861 – volume: 133 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b36 article-title: A novel ɛ-dependent Lyapunov function and its application to singularly perturbed systems publication-title: Automatica doi: 10.1016/j.automatica.2021.109749 – volume: 125 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b5 article-title: Event-triggered sliding mode control of networked control systems with Markovian jump parameters publication-title: Automatica doi: 10.1016/j.automatica.2020.109405 – volume: 54 start-page: 7068 issue: 11 year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b16 article-title: Secure control for Markov jump cyber–physical systems subject to malicious attacks: A resilient hybrid learning scheme publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2024.3448407 – volume: 50 start-page: 1440 issue: 4 year: 2020 ident: 10.1016/j.jfranklin.2025.107641_b11 article-title: Controllability of two-time-scale discrete-time multiagent systems publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2018.2884498 – volume: 103 start-page: 1585 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b28 article-title: Adaptive attack-resilient control for Markov jump system with additive attacks publication-title: Nonlinear Dynam. doi: 10.1007/s11071-020-06085-5 – volume: 34 start-page: 278 issue: 1 year: 2023 ident: 10.1016/j.jfranklin.2025.107641_b39 article-title: H∞ bipartite synchronization of double-layer Markov switched cooperation-competition neural networks: a distributed dynamic event-triggered mechanism publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2021.3093700 – volume: 30 start-page: 2360 issue: 6 year: 2022 ident: 10.1016/j.jfranklin.2025.107641_b6 article-title: Optimal dynamic transmission scheduling for wireless networked control systems publication-title: IEEE Trans. Control Syst. Technol. doi: 10.1109/TCST.2022.3141581 – volume: 16 start-page: 4297 issue: 7 year: 2019 ident: 10.1016/j.jfranklin.2025.107641_b17 article-title: Underwater internet of things in smart ocean: System architecture and open issues publication-title: IEEE Trans. Ind. Informat. doi: 10.1109/TII.2019.2946618 – volume: 29 start-page: 1953 issue: 7 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b32 article-title: Nonfragile fuzzy control for nonlinear fast sampling singularly perturbed systems subject to Markov jumping parameters publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/TFUZZ.2020.2990108 – volume: 8 start-page: 718 issue: 4 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b18 article-title: Internet of things for the future of smart agriculture: A comprehensive survey of emerging technologies publication-title: IEE/ CAA J. Autom. Sin. doi: 10.1109/JAS.2021.1003925 – volume: 357 start-page: 6435 issue: 11 year: 2020 ident: 10.1016/j.jfranklin.2025.107641_b27 article-title: Event-triggered output feedback control for discrete Markov jump systems under deception attack publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2020.02.037 – volume: 23 start-page: 12191 issue: 8 year: 2022 ident: 10.1016/j.jfranklin.2025.107641_b33 article-title: Event-triggered H∞ load frequency control for multi-area nonlinear power systems based on non-fragile proportional integral control strategy publication-title: IEEE Trans. Int. Transp. Syst doi: 10.1109/TITS.2021.3110759 – volume: 20 start-page: 2516 issue: 4 year: 2023 ident: 10.1016/j.jfranklin.2025.107641_b40 article-title: Reliable event-triggered load frequency control of uncertain multiarea power systems with actuator failures publication-title: IEEE Trans. Autom. Sci. Eng. doi: 10.1109/TASE.2022.3205176 – volume: 51 start-page: 188 issue: 1 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b9 article-title: CPS-based self-adaptive collaborative control for smart production-logistics systems publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2020.2964301 – volume: 121 year: 2020 ident: 10.1016/j.jfranklin.2025.107641_b24 article-title: Synthesis of sensor deception attacks at the supervisory layer of cyber–physical systems publication-title: Automatica doi: 10.1016/j.automatica.2020.109172 – volume: 361 issue: 18 year: 2024 ident: 10.1016/j.jfranklin.2025.107641_b4 article-title: Stability of networked control systems under malicious attacks and bit rate constraints publication-title: J. Franklin Inst. doi: 10.1016/j.jfranklin.2024.107319 – volume: 33 start-page: 25 issue: 1 year: 2022 ident: 10.1016/j.jfranklin.2025.107641_b12 article-title: Finite-time H∞ state estimation for two-time-scale complex networks under stochastic communication protocol publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2020.3027467 – volume: 52 start-page: 5636 issue: 9 year: 2022 ident: 10.1016/j.jfranklin.2025.107641_b25 article-title: Event-triggered impulsive control for stochastic networked control systems under cyber attacks publication-title: IEEE Trans. Syst. Man, Cybern. Syst. doi: 10.1109/TSMC.2021.3130614 – volume: 22 start-page: 3824 issue: 6 year: 2021 ident: 10.1016/j.jfranklin.2025.107641_b10 article-title: On the security of networked control systems in smart vehicle and its adaptive cruise control publication-title: IEEE Trans. Int. Transp. Syst doi: 10.1109/TITS.2021.3053406 – volume: 34 start-page: 2682 issue: 5 year: 2023 ident: 10.1016/j.jfranklin.2025.107641_b37 article-title: Non-fragile H∞ synchronization for Markov jump singularly perturbed coupled neural networks subject to double-layer switching regulation publication-title: IEEE Trans. Neural Netw. Learn. Syst. doi: 10.1109/TNNLS.2021.3107607 – volume: 65 start-page: 3943 issue: 9 year: 2020 ident: 10.1016/j.jfranklin.2025.107641_b14 article-title: Switching-like event-triggered control for networked control systems under malicious denial of service attacks publication-title: IEEE Trans. Autom. Control doi: 10.1109/TAC.2020.2989773 – volume: 50 start-page: 3963 issue: 9 year: 2020 ident: 10.1016/j.jfranklin.2025.107641_b34 article-title: Optimal stealthy deception attack against cyber-physical systems publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2019.2912622 |
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| SubjectTerms | Hybrid attacks Markov jump systems Networked systems Non-fragile control |
| Title | Security control for two-time-scale networked systems under unreliable Markov networks subject to hybrid attacks |
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