Departmental Papers (CIS)
Date of this Version
10-2016
Document Type
Conference Paper
Recommended Citation
Minsu Jo, Junkil Park, Youngmi Baek, Radoslav Ivanov, James Weimer, Sang Hyuk Son, and Insup Lee, "Adaptive Transient Fault Model for Sensor Attack Detection", 2016 IEEE 4th International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA 2016) , 59-65. October 2016. http://dx.doi.org/10.1109/CPSNA.2016.29
Abstract
This paper considers the problem of sensor attack detection for multiple operating mode systems, building upon an existing attack detection method that uses a transient fault model with fixed parameters. For a multiple operating mode system, the existing method would have to use the most conservative model parameters to preserve the soundness in attack detection, thus not being effective in attack detection for some operating modes. To address this problem, we propose an adaptive transient fault model to use the appropriate parameter values in accordance with the change of the operating mode of the system. The benefit of our proposed system is demonstrated using real measurement data obtained from an unmanned ground vehicle.
Subject Area
CPS Security
Publication Source
2016 IEEE 4th International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA 2016)
Start Page
59
Last Page
65
DOI
10.1109/CPSNA.2016.29
Date Posted: 13 August 2020
This document has been peer reviewed.
Comments
2016 IEEE 4th International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA 2016), Nagoya, Japan, October 6 - 7, 2016