Deception attack detection based on bandwidth allocation for switched systems with quantization

Jingjing Yan, Yuanqing Xia, Xiaoliang Feng*, Yingqi Zhang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)

Abstract

This article discusses a more practical deception attack on the continuous-time switched systems, i.e. a malicious attacker tampers with the binary 01 code transmitted through the network. Assume that the switching is slow enough and the attacker's energy is limited, we propose a coding transmission strategy based on bandwidth allocation, which selects a part of the network bandwidth for reverse data transmission. Under such strategy, partial detection of attacks and synchronous update of quantization rules are realized. Combined the increasing/decreasing rate of Lyapunov function with the success rate of attack detection, the sufficient conditions ensuring the mean square exponential stability of the system are given. Taking the maximum convergence rate as a performance indicator, the optimal bandwidth allocation scheme is provided for the specific values, which realizes a trade-off between attack detection rate and quantization error. Two-tank system is adopted to illustrate the effectiveness of the theoretical analysis.

Original languageEnglish
Article number111094
JournalAutomatica
Volume154
DOIs
Publication statusPublished - Aug 2023

Keywords

  • 01 code tampering
  • Attack detection
  • Bandwidth allocation
  • Quantization
  • Switched systems

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