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Adaptive transient fault model for sensor attack detection

Title
Adaptive transient fault model for sensor attack detection
Authors
Jo, MinsuPark, JunkilBaek, YoungmiIvanov, RadoslavWeimer, JamesSon, Sang HyukLee, Insup
DGIST Authors
Jo, Minsu; Son, Sang Hyuk
Issue Date
2016
Citation
4th IEEE International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2016, 59-65
Type
Conference
Article Type
Conference Paper
ISBN
9780000000000
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. © 2016 IEEE.
URI
http://hdl.handle.net/20.500.11750/3656
DOI
10.1109/CPSNA.2016.21
Publisher
Institute of Electrical and Electronics Engineers Inc.
Related Researcher
  • Author Son, Sang Hyuk RTCPS(Real-Time Cyber-Physical Systems Research) Lab
  • Research Interests
Files:
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Collection:
ETC2. Conference Papers


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