F-DDIA: A Framework for Detecting Data Injection Attacks in Nonlinear Cyber-Physical Systems
Joint Authors
Wang, Jingxuan
Hui, Lucas C. K.
Zhou, Gang
Zhang, Ruoqing
Yiu, Siu-Ming
Source
Security and Communication Networks
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-08-10
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
Data injection attacks in a cyber-physical system aim at manipulating a number of measurements to alter the estimated real-time system states.
Many researchers recently focus on how to detect such attacks.
However, most of the detection methods do not work well for the nonlinear systems.
In this paper, we present a compressive sampling methodology to identify the attack, which allows determining how many and which measurement signals are launched.
The sparsity feature is used.
Generally, our methodology can be applied to both linear and nonlinear systems.
The experimental testing, which includes realistic load patterns from NYISO with various attack scenarios in the IEEE 14-bus system, confirms that our detector performs remarkably well.
American Psychological Association (APA)
Wang, Jingxuan& Hui, Lucas C. K.& Yiu, Siu-Ming& Zhou, Gang& Zhang, Ruoqing. 2017. F-DDIA: A Framework for Detecting Data Injection Attacks in Nonlinear Cyber-Physical Systems. Security and Communication Networks،Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1203230
Modern Language Association (MLA)
Wang, Jingxuan…[et al.]. F-DDIA: A Framework for Detecting Data Injection Attacks in Nonlinear Cyber-Physical Systems. Security and Communication Networks No. 2017 (2017), pp.1-12.
https://search.emarefa.net/detail/BIM-1203230
American Medical Association (AMA)
Wang, Jingxuan& Hui, Lucas C. K.& Yiu, Siu-Ming& Zhou, Gang& Zhang, Ruoqing. F-DDIA: A Framework for Detecting Data Injection Attacks in Nonlinear Cyber-Physical Systems. Security and Communication Networks. 2017. Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1203230
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1203230