TY - GEN
T1 - Detecting False Data Injection Attack on Cyber-Physical System Based on Delta Operator
AU - Gao, Jianlei
AU - Chai, Senchun
AU - Shuai, Min
AU - Zhang, Baihai
AU - Cui, Linguo
N1 - Publisher Copyright:
© 2018 Technical Committee on Control Theory, Chinese Association of Automation.
PY - 2018/10/5
Y1 - 2018/10/5
N2 - More and more Cyber-Physical systems (CPSs) providing service for many critical infrastructures have been connected to the Internet, which also attracts more attention of false data injection attacks. Since CPSs require higher performance and high-speed sampling demand, it needs to discover anomalies faster and more effectively to ensure normal operation, when it has been attacked. In this paper, through studying the different discretization methods, we choose a delta operator Kalman Filter and Euclidean detector to detect the false data injection attack in sensors of CPSs and solve the problem of high-speed sampling oscillation. Besides, a false data injection attack model is designed to test and compare with related algorithm. And the result turns out that the delta operator Kalman Filter and Euclidean detector have a robust performance.
AB - More and more Cyber-Physical systems (CPSs) providing service for many critical infrastructures have been connected to the Internet, which also attracts more attention of false data injection attacks. Since CPSs require higher performance and high-speed sampling demand, it needs to discover anomalies faster and more effectively to ensure normal operation, when it has been attacked. In this paper, through studying the different discretization methods, we choose a delta operator Kalman Filter and Euclidean detector to detect the false data injection attack in sensors of CPSs and solve the problem of high-speed sampling oscillation. Besides, a false data injection attack model is designed to test and compare with related algorithm. And the result turns out that the delta operator Kalman Filter and Euclidean detector have a robust performance.
KW - Cyber-physical systems
KW - Delta operator Kalman Filters
KW - Euclidean detector
KW - False data injection attack
UR - http://www.scopus.com/inward/record.url?scp=85056103286&partnerID=8YFLogxK
U2 - 10.23919/ChiCC.2018.8483314
DO - 10.23919/ChiCC.2018.8483314
M3 - Conference contribution
AN - SCOPUS:85056103286
T3 - Chinese Control Conference, CCC
SP - 5961
EP - 5966
BT - Proceedings of the 37th Chinese Control Conference, CCC 2018
A2 - Chen, Xin
A2 - Zhao, Qianchuan
PB - IEEE Computer Society
T2 - 37th Chinese Control Conference, CCC 2018
Y2 - 25 July 2018 through 27 July 2018
ER -