Energy-Constrained Optimal Stealthy Attack Against State Estimation With Multichannel Protocol

Research on attack design provides a reference for attack defense. To this end, this work considers the design problem of an optimal energy-constrained stealthy attack strategy orienting remote estimation. The signals from smart sensors to remote estimators are scheduled via an extended Round-Robin protocol (RRP), which sends data through each channel in a specific order, and allows more than one channel to be transitable at each instant. To achieve the optimal attack strategy that can maximize the impact on estimation performance, a new attack model with the constraints of stealthiness and energy limitations is constructed. Furthermore, an equivalent two-step optimization problem is suggested to obtain the optimal attack matrix and optimal attack scheduling, respectively. Finally, the optimality and stealthiness of the proposed energy-constrained attack strategy are verified via simulation results.

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Publication Details

Journal
IEEE Transactions on Automatic Control
Published
2025-04-07
DOI
https://doi.org/10.1109/tac.2025.3558413
Citations
2
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
2.97
Controls
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article

Energy-Constrained Optimal Stealthy Attack Against State Estimation With Multichannel Protocol

Dancheng Mao, Yugang Niu, Kun Xu
2 citations
IEEE Transactions on Automatic Control
Network Security and Intrusion Detection
2.97
article

Energy-Constrained Optimal Stealthy Attack Against State Estimation With Multichannel Protocol

Dancheng Mao, Yugang Niu, Kun Xu
article en
2 citations

Abstract

Research on attack design provides a reference for attack defense. To this end, this work considers the design problem of an optimal energy-constrained stealthy attack strategy orienting remote estimation. The signals from smart sensors to remote estimators are scheduled via an extended Round-Robin protocol (RRP), which sends data through each channel in a specific order, and allows more than one channel to be transitable at each instant. To achieve the optimal attack strategy that can maximize the impact on estimation performance, a new attack model with the constraints of stealthiness and energy limitations is constructed. Furthermore, an equivalent two-step optimization problem is suggested to obtain the optimal attack matrix and optimal attack scheduling, respectively. Finally, the optimality and stealthiness of the proposed energy-constrained attack strategy are verified via simulation results.

IEEE Transactions on Automatic ControlVol. 70(9)
East China University of Science and Technology (CN)
Openalex Percentile: Top 9%
Network Security and Intrusion Detection
2.97
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Energy-Constrained Optimal Stealthy Attack Against State Estimation With Multichannel Protocol — Dancheng Mao, Yugang Niu, et al. · IEEE Transactions on Automatic Control (2025) | TGRS Research Map | TGRS