國立虎尾科技大學 |

Security and Resilience in Cyber-Physical Systems = Detection, Estimation and Control /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Security and Resilience in Cyber-Physical Systems/ edited by Masoud Abbaszadeh, Ali Zemouche.
其他題名:	Detection, Estimation and Control /
其他作者:	Zemouche, Ali.
面頁冊數:	XI, 379 p. 111 illus., 83 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial Intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-97166-3
ISBN:	9783030971663

Security and Resilience in Cyber-Physical Systems = Detection, Estimation and Control /
Security and Resilience in Cyber-Physical SystemsDetection, Estimation and Control /[electronic resource] :edited by Masoud Abbaszadeh, Ali Zemouche. - 1st ed. 2022. - XI, 379 p. 111 illus., 83 illus. in color.online resource.

Chapter 1. Introduction to Cyber-Physical Security and Resilience -- Chapter 2. Fundamental Stealthiness-Distortion Tradeoffs in Cyber-Physical Systems -- Chapter 3. Predictive Situation Awareness and Anomaly Forecasting in Cyber-Physical Systems -- Chapter 4. Resilient Observer Design for Cyber-Physical Systems with Data-Driven Measurement Pruning -- Chapter 5. Framework for Detecting APTs Based on Steps Analysis and Correlation -- Chapter 6. Resilient State Estimation and Attack Mitigation in Cyber-Physical Systems -- Chapter 7. Secure Estimation under Model Uncertainty -- Chapter 8. Resilient Control of Nonlinear Cyber-Physical Systems: Higher Order Sliding Mode Differentiation and Sparse Recovery-based Approaches -- Chapter 9. Resilient Cooperative Control of Input Constrained Networked Cyber-Physical Systems -- Chapter 10. Optimal Subsystem Decomposition and Resilient Distributed State -- Chapter 11. Cyber Attack Detection for a Crude Oil Distillation Column -- Chapter 12. A Resilient Nonlinear Observer for Light-Emitting Diode Optical Wireless Communication under Actuator Fault and Noise Jamming -- Index.

This book discusses the latest advances in cyber-physical security and resilience of cyber-physical systems, including cyber-attack detection, isolation, situation awareness, resilient estimation and resilient control under attack. It presents both theoretical results and important applications of the methods. Security and Resilience in Cyber-Physical Systems begins by introducing the topic of cyber-physical security, covering state-of-the-art trends in both theory and applications, as well as some of the emerging methodologies and future directions for research. It then moves on to detail theoretical methods of attack detection, resilient estimation and control within cyber-physical systems, before discussing their various applications, such as power generation and distribution, autonomous systems, wireless communication networks and chemical plants. Focusing on the detection of and accommodation to cyber-attacks on cyber-physical systems, and including both estimation and artificial-intelligence-based methods, this book will be of interest to researchers, engineers and graduate students within the fields of cyber-physical security and resilient control.

ISBN: 9783030971663

Standard No.: 10.1007/978-3-030-97166-3doiSubjects--Topical Terms:

646849
Artificial Intelligence.

LC Class. No.: TK7895.E42

Dewey Class. No.: 621.38

Security and Resilience in Cyber-Physical Systems = Detection, Estimation and Control /
LDR:03775nam a22004335i 4500 001 1089478
003 DE-He213
005 20220808180542.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783030971663 $9 978-3-030-97166-3
024 7 $a 10.1007/978-3-030-97166-3 $2 doi
035 $a 978-3-030-97166-3
050 4 $a TK7895.E42
050 4 $a TK5105.8857
072 7 $a TJF $2 bicssc
072 7 $a GPFC $2 bicssc
072 7 $a TEC007000 $2 bisacsh
072 7 $a TJF $2 thema
072 7 $a GPFC $2 thema
082 0 4 $a 621.38 $2 23
245 1 0 $a Security and Resilience in Cyber-Physical Systems $h [electronic resource] : $b Detection, Estimation and Control / $c edited by Masoud Abbaszadeh, Ali Zemouche.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XI, 379 p. 111 illus., 83 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
505 0 $a Chapter 1. Introduction to Cyber-Physical Security and Resilience -- Chapter 2. Fundamental Stealthiness-Distortion Tradeoffs in Cyber-Physical Systems -- Chapter 3. Predictive Situation Awareness and Anomaly Forecasting in Cyber-Physical Systems -- Chapter 4. Resilient Observer Design for Cyber-Physical Systems with Data-Driven Measurement Pruning -- Chapter 5. Framework for Detecting APTs Based on Steps Analysis and Correlation -- Chapter 6. Resilient State Estimation and Attack Mitigation in Cyber-Physical Systems -- Chapter 7. Secure Estimation under Model Uncertainty -- Chapter 8. Resilient Control of Nonlinear Cyber-Physical Systems: Higher Order Sliding Mode Differentiation and Sparse Recovery-based Approaches -- Chapter 9. Resilient Cooperative Control of Input Constrained Networked Cyber-Physical Systems -- Chapter 10. Optimal Subsystem Decomposition and Resilient Distributed State -- Chapter 11. Cyber Attack Detection for a Crude Oil Distillation Column -- Chapter 12. A Resilient Nonlinear Observer for Light-Emitting Diode Optical Wireless Communication under Actuator Fault and Noise Jamming -- Index.
520 $a This book discusses the latest advances in cyber-physical security and resilience of cyber-physical systems, including cyber-attack detection, isolation, situation awareness, resilient estimation and resilient control under attack. It presents both theoretical results and important applications of the methods. Security and Resilience in Cyber-Physical Systems begins by introducing the topic of cyber-physical security, covering state-of-the-art trends in both theory and applications, as well as some of the emerging methodologies and future directions for research. It then moves on to detail theoretical methods of attack detection, resilient estimation and control within cyber-physical systems, before discussing their various applications, such as power generation and distribution, autonomous systems, wireless communication networks and chemical plants. Focusing on the detection of and accommodation to cyber-attacks on cyber-physical systems, and including both estimation and artificial-intelligence-based methods, this book will be of interest to researchers, engineers and graduate students within the fields of cyber-physical security and resilient control.
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Security Science and Technology. $3 783419
650 2 4 $a Control, Robotics, Automation. $3 1365878
650 1 4 $a Cyber-Physical Systems. $3 1387591
650 0 $a Artificial intelligence. $3 559380
650 0 $a Industrial Management. $3 1366261
650 0 $a Security systems. $3 716291
650 0 $a Automation. $3 596698
650 0 $a Robotics. $3 561941
650 0 $a Control engineering. $3 1249728
650 0 $a Cooperating objects (Computer systems). $3 1387590
700 1 $a Zemouche, Ali. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1396752
700 1 $a Abbaszadeh, Masoud. $e editor. $1 https://orcid.org/0000-0002-9440-1563 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1396751
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030971656
776 0 8 $i Printed edition: $z 9783030971670
776 0 8 $i Printed edition: $z 9783030971687
856 4 0 $u https://doi.org/10.1007/978-3-030-97166-3
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)