Knowledge Commons of Institute of Automation,CAS
A Zonotopic-Based Watermarking Design to Detect Replay Attacks | |
Carlos Trapiello; Vicenç Puig | |
发表期刊 | IEEE/CAA Journal of Automatica Sinica |
ISSN | 2329-9266 |
2022 | |
卷号 | 9期号:11页码:1924-1938 |
摘要 | This paper suggests the use of zonotopes for the design of watermark signals. The proposed approach exploits the recent analogy found between stochastic and zonotopic-based estimators to propose a deterministic counterpart to current approaches that study the replay attack in the context of stationary Gaussian processes. In this regard, the zonotopic analogous case where the control loop is closed based on the estimates of a zonotopic Kalman filter (ZKF) is analyzed. This formulation allows to propose a new performance metric that is related to the Frobenius norm of the prediction zonotope. Hence, the steady-state operation of the system can be related with the size of the minimal Robust Positive Invariant set of the estimation error. Furthermore, analogous expressions concerning the impact that a zonotopic/Gaussian watermark signal has on the system operation are derived. Finally, a novel zonotopically bounded watermark signal that ensures the attack detection by causing the residual vector to exit the healthy residual set during the replay phase of the attack is introduced. The proposed approach is illustrated in simulation using a quadruple-tank process. |
关键词 | Optimal control physical watermarking replay attack zonotopes |
DOI | 10.1109/JAS.2022.105944 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/49924 |
专题 | 学术期刊_IEEE/CAA Journal of Automatica Sinica |
推荐引用方式 GB/T 7714 | Carlos Trapiello,Vicenç Puig. A Zonotopic-Based Watermarking Design to Detect Replay Attacks[J]. IEEE/CAA Journal of Automatica Sinica,2022,9(11):1924-1938. |
APA | Carlos Trapiello,&Vicenç Puig.(2022).A Zonotopic-Based Watermarking Design to Detect Replay Attacks.IEEE/CAA Journal of Automatica Sinica,9(11),1924-1938. |
MLA | Carlos Trapiello,et al."A Zonotopic-Based Watermarking Design to Detect Replay Attacks".IEEE/CAA Journal of Automatica Sinica 9.11(2022):1924-1938. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
JAS-2021-1221.pdf(2239KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 |
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