Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder
In this work, we investigate the problem of privacy-preserving supervisory control against an external passive intruder via co-synthesis of a dynamic mask, an edit function, and a supervisor. We attempt to achieve the following goals: (1) the system secret cannot be inferred by the intruder, i.e., o...
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sg-ntu-dr.10356-1705702023-09-19T06:46:33Z Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder Tai, Ruochen Lin, Liyong Zhu, Yuting Su, Rong School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Supervisory Control Opacity Enforcement In this work, we investigate the problem of privacy-preserving supervisory control against an external passive intruder via co-synthesis of a dynamic mask, an edit function, and a supervisor. We attempt to achieve the following goals: (1) the system secret cannot be inferred by the intruder, i.e., opacity of secrets against the intruder, and the existence of the dynamic mask and the edit function should not be discovered by the intruder, i.e., covertness of dynamic mask and edit function against the intruder; (2) some safety and nonblockingness requirement should be satisfied. We assume the intruder can eavesdrop both the sensing information generated by the sensors and the control commands issued to the actuators. Our approach is to model the co-synthesis problem as a distributed supervisor synthesis problem in the Ramadge–Wonham supervisory control framework, and we propose an incremental synthesis heuristic to incrementally synthesize a dynamic mask, an edit function and a supervisor. The effectiveness of our approach is illustrated on an example about location privacy. Agency for Science, Technology and Research (A*STAR) Ministry of Education (MOE) Nanyang Technological University The research of the project was supported by Ministry of Education, Singapore, under grant AcRF TIER 1-2018-T1-001-245 (RG 91/18), and the Agency for Science, Technology and Research (A*STAR) under its IAF-ICP Programme ICP1900093 and the Schaeffler Hub for Advanced Research at NTU. 2023-09-19T06:46:32Z 2023-09-19T06:46:32Z 2023 Journal Article Tai, R., Lin, L., Zhu, Y. & Su, R. (2023). Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder. Automatica, 150, 110860-. https://dx.doi.org/10.1016/j.automatica.2023.110860 0005-1098 https://hdl.handle.net/10356/170570 10.1016/j.automatica.2023.110860 2-s2.0-85147330997 150 110860 en AcRF TIER 1-2018-T1-001-245 (RG 91/18) ICP1900093 Automatica © 2023 Elsevier Ltd. All rights reserved. |
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Engineering::Electrical and electronic engineering Supervisory Control Opacity Enforcement Tai, Ruochen Lin, Liyong Zhu, Yuting Su, Rong Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder |
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In this work, we investigate the problem of privacy-preserving supervisory control against an external passive intruder via co-synthesis of a dynamic mask, an edit function, and a supervisor. We attempt to achieve the following goals: (1) the system secret cannot be inferred by the intruder, i.e., opacity of secrets against the intruder, and the existence of the dynamic mask and the edit function should not be discovered by the intruder, i.e., covertness of dynamic mask and edit function against the intruder; (2) some safety and nonblockingness requirement should be satisfied. We assume the intruder can eavesdrop both the sensing information generated by the sensors and the control commands issued to the actuators. Our approach is to model the co-synthesis problem as a distributed supervisor synthesis problem in the Ramadge–Wonham supervisory control framework, and we propose an incremental synthesis heuristic to incrementally synthesize a dynamic mask, an edit function and a supervisor. The effectiveness of our approach is illustrated on an example about location privacy. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Tai, Ruochen Lin, Liyong Zhu, Yuting Su, Rong |
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Article |
author |
Tai, Ruochen Lin, Liyong Zhu, Yuting Su, Rong |
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Tai, Ruochen |
title |
Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder |
title_short |
Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder |
title_full |
Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder |
title_fullStr |
Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder |
title_full_unstemmed |
Privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder |
title_sort |
privacy-preserving co-synthesis against sensor–actuator eavesdropping intruder |
publishDate |
2023 |
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https://hdl.handle.net/10356/170570 |
_version_ |
1779156520750022656 |