摘要
This paper studies the data-driven stealthy actuator attack against cyber-physical systems. The objective of the attacker is to add a certain bias to the output while keeping the detection rate of the χ2 detector less than a certain value. With the historical input and output data, the parameters of the system are estimated and the attack signal is the solution of a convex optimization problem constructed with the estimated parameters. The extension to the case of arbitrary detectors is also discussed. A numerical example is given to verify the effectiveness of the attack.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | Proceedings of the 39th Chinese Control Conference, CCC 2020 |
| 编辑 | Jun Fu, Jian Sun |
| 出版商 | IEEE Computer Society |
| 页 | 4395-4399 |
| 页数 | 5 |
| ISBN（电子版） | 9789881563903 |
| DOI | |
| 出版状态 | 已出版 - 7月 2020 |
| 活动 | 39th Chinese Control Conference, CCC 2020 - Shenyang, 中国 期限: 27 7月 2020 → 29 7月 2020 |
出版系列
| 姓名 | Chinese Control Conference, CCC |
|---|---|
| 卷 | 2020-July |
| ISSN（印刷版） | 1934-1768 |
| ISSN（电子版） | 2161-2927 |
会议
| 会议 | 39th Chinese Control Conference, CCC 2020 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Shenyang |
| 时期 | 27/07/20 → 29/07/20 |
指纹
探究 'Data-driven Stealthy Actuator Attack against Cyber-Physical Systems' 的科研主题。它们共同构成独一无二的指纹。引用此
Zhang, Z., Zhang, Q., Liu, T., Pang, Z., Cui, B., Jin, S., & Liu, K. (2020). Data-driven Stealthy Actuator Attack against Cyber-Physical Systems. 在 J. Fu, & J. Sun (编辑), Proceedings of the 39th Chinese Control Conference, CCC 2020 (页码 4395-4399). 文章 9188918 (Chinese Control Conference, CCC; 卷 2020-July). IEEE Computer Society. https://doi.org/10.23919/CCC50068.2020.9188918