Synthesis of optimal covert sensor–actuator attackers for discrete-event systems
This work introduces an approach for the synthesis of optimal covert sensor–actuator attackers in the context of discrete-event systems (DES). Building upon existing works on optimal supervisor synthesis, on one hand, and the base model construction in the transformation of covert sensor–actuator at...
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sg-ntu-dr.10356-1705842023-09-19T23:48:21Z Synthesis of optimal covert sensor–actuator attackers for discrete-event systems Tai, Ruochen Lin, Liyong Su, Rong School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Covertness Energy Minimization This work introduces an approach for the synthesis of optimal covert sensor–actuator attackers in the context of discrete-event systems (DES). Building upon existing works on optimal supervisor synthesis, on one hand, and the base model construction in the transformation of covert sensor–actuator attacker synthesis to supervisor synthesis, on the other hand, we show how the optimal covert sensor–actuator attacker synthesis problem could be transformed to the optimal supervisor synthesis problem, thus generalizing its logic counterpart. We consider several different types of optimization objectives, such as (1) minimization of attack energy cost, and (2) minimization of time cost to cause damage infliction; for the latter one, asynchronous event firings and concurrent event firings at the plant are both considered. We provide the necessary and sufficient conditions for the existence of an optimal attacker for both the energy minimization case and damage infliction time minimization case. Thus, this work may potentially provide a unified approach for the optimal synthesis of covert sensor–actuator attackers in different setups. Ministry of Education (MOE) The research of the project was supported by Ministry of Education, Singapore, under grant AcRF TIER 1-2018-T1-001-245 (RG 91/18). 2023-09-19T23:48:21Z 2023-09-19T23:48:21Z 2023 Journal Article Tai, R., Lin, L. & Su, R. (2023). Synthesis of optimal covert sensor–actuator attackers for discrete-event systems. Automatica, 151, 110910-. https://dx.doi.org/10.1016/j.automatica.2023.110910 0005-1098 https://hdl.handle.net/10356/170584 10.1016/j.automatica.2023.110910 2-s2.0-85148683727 151 110910 en AcRF TIER 1-2018-T1-001-245 (RG 91/18) Automatica © 2023 Elsevier Ltd. All rights reserved. |
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Engineering::Electrical and electronic engineering Covertness Energy Minimization Tai, Ruochen Lin, Liyong Su, Rong Synthesis of optimal covert sensor–actuator attackers for discrete-event systems |
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This work introduces an approach for the synthesis of optimal covert sensor–actuator attackers in the context of discrete-event systems (DES). Building upon existing works on optimal supervisor synthesis, on one hand, and the base model construction in the transformation of covert sensor–actuator attacker synthesis to supervisor synthesis, on the other hand, we show how the optimal covert sensor–actuator attacker synthesis problem could be transformed to the optimal supervisor synthesis problem, thus generalizing its logic counterpart. We consider several different types of optimization objectives, such as (1) minimization of attack energy cost, and (2) minimization of time cost to cause damage infliction; for the latter one, asynchronous event firings and concurrent event firings at the plant are both considered. We provide the necessary and sufficient conditions for the existence of an optimal attacker for both the energy minimization case and damage infliction time minimization case. Thus, this work may potentially provide a unified approach for the optimal synthesis of covert sensor–actuator attackers in different setups. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Tai, Ruochen Lin, Liyong Su, Rong |
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Article |
author |
Tai, Ruochen Lin, Liyong Su, Rong |
author_sort |
Tai, Ruochen |
title |
Synthesis of optimal covert sensor–actuator attackers for discrete-event systems |
title_short |
Synthesis of optimal covert sensor–actuator attackers for discrete-event systems |
title_full |
Synthesis of optimal covert sensor–actuator attackers for discrete-event systems |
title_fullStr |
Synthesis of optimal covert sensor–actuator attackers for discrete-event systems |
title_full_unstemmed |
Synthesis of optimal covert sensor–actuator attackers for discrete-event systems |
title_sort |
synthesis of optimal covert sensor–actuator attackers for discrete-event systems |
publishDate |
2023 |
url |
https://hdl.handle.net/10356/170584 |
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1779156339410337792 |