Attack detection and security control for quadrotor under stealthy attacks

被引:2
作者
Wu, Chengwei [1 ]
Zhu, Yupeng [1 ]
Xu, Lezhong [2 ]
Zhu, Hongming [1 ]
Zhang, Quanqi [1 ]
Zhu, Jiajing [3 ]
Yao, Weiran [1 ]
机构
[1] Harbin Inst Technol, Dept Control Sci & Engn, Harbin 150001, Peoples R China
[2] Northeast Forestry Univ, Dept Mech & Elect Engn, Harbin 150001, Peoples R China
[3] Beijing Inst Aerosp Control Devices, Beijing 100854, Peoples R China
基金
中国国家自然科学基金;
关键词
Quadrotor; Stealthy false data injection attacks; Attack detection; Security control; CYBER-PHYSICAL SYSTEMS;
D O I
10.1016/j.sysconle.2025.106031
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
When malicious attacks occur, the security issues of unmanned aerial vehicles are full of challenges. This paper investigates the attack detection and security control problems for quadrotors with stealthy false data injection attacks. Decoupled linear models are provided to describe the dynamics. A novel cyber-attack detection scheme integrating watermarking signals and auxiliary functions is devised to detect stealthy false data injection attacks. To determine which sensor data is attacked, an attack location algorithm is developed based on the observability of the derived linear model. Furthermore, a security control scheme is provided to mitigate stealthy false data injection attacks. Finally, simulation results are presented to validate the proposed theories in this paper.
引用
收藏
页数:10
相关论文
共 37 条
[1]   Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things [J].
Aouedi, Ons ;
Piamrat, Kandaraj ;
Muller, Guillaume ;
Singh, Kamal .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (01) :286-295
[2]  
Banks J., 2005, Discrete event system simulation
[3]   Online Active Fault Detection for Over-Actuated Systems With Prescribed Control Performance [J].
Cao, Fangfei ;
He, Xiao .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 21 (01) :4-14
[4]   Security Against False Data-Injection Attack in Cyber-Physical Systems [J].
Chattopadhyay, Arpan ;
Mitra, Urbashi .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 7 (02) :1015-1027
[5]   Cyber-attack detection and resilient operation of nonlinear processes under economic model predictive control [J].
Chen, Scarlett ;
Wu, Zhe ;
Christofides, Panagiotis D. .
COMPUTERS & CHEMICAL ENGINEERING, 2020, 136
[6]   Attacks detection and security control for cyber-physical systems under false data injection attacks [J].
Chen, Yuhang ;
Li, Tieshan ;
Long, Yue ;
Bai, Weiwei .
JOURNAL OF THE FRANKLIN INSTITUTE, 2023, 360 (14) :10476-10498
[7]   Design and Experimental Validation of Robust Self-Scheduled Fault-Tolerant Control Laws for a Multicopter UAV [J].
Duc-Tien Nguyen ;
Saussie, David ;
Saydy, Lahcen .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 26 (05) :2548-2557
[8]   A Blended Active Detection Strategy for False Data Injection Attacks in Cyber-Physical Systems [J].
Ghaderi, Mohsen ;
Gheitasi, Kian ;
Lucia, Walter .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2021, 8 (01) :168-176
[9]   An enhanced UAV safety control scheme against attacks on desired trajectory [J].
Gu, Yapei ;
Guo, Kexin ;
Guo, Lei ;
Qiao, Jianzhong ;
Jia, Jindou ;
Yu, Xiang ;
Xie, Lihua .
AEROSPACE SCIENCE AND TECHNOLOGY, 2021, 119
[10]   Distributed Attack Detection and Secure Estimation of Networked Cyber-Physical Systems Against False Data Injection Attacks and Jamming Attacks [J].
Guan, Yanpeng ;
Ge, Xiaohua .
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2018, 4 (01) :48-59