Mitigating Sensor Attacks Against Industrial Control Systems
This paper describes how to design and implement a mechanism that helps to mitigate sensor attacks on industrial control systems. The proposed architecture is based on concepts from fault-tolerant control techniques. This short note explains how a Kalman filter can be used simultaneously with optima...
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doaj-a2a52c5a81b8447aa217419f7fd673e42021-03-29T23:32:24ZengIEEEIEEE Access2169-35362019-01-017924449245510.1109/ACCESS.2019.29274848758093Mitigating Sensor Attacks Against Industrial Control SystemsLuis F. Combita0https://orcid.org/0000-0001-9835-4453Alvaro Cardenas1Nicanor Quijano2Facultad de Ingeniería, Universidad Distrital Francisco José de Caldas, Bogotá, ColombiaDepartment of Electrical and Computer Engineering, University of California at Santa Cruz, Santa Cruz, CA, USADepartamento de Ingeniería Eléctrica y Electrónica, Universidad de Los Andes, Bogotá, ColombiaThis paper describes how to design and implement a mechanism that helps to mitigate sensor attacks on industrial control systems. The proposed architecture is based on concepts from fault-tolerant control techniques. This short note explains how a Kalman filter can be used simultaneously with optimal disturbance decoupling observers to improve the performance of the mitigation mechanism for sensor attacks in cyber-physical control systems. Our proposal mitigates attacks by generating a signal that compensates the change provoked by the attacker, while at the same time reducing the number of false alarms. We demonstrate the effectiveness of our proposal using a three tanks control simulation.https://ieeexplore.ieee.org/document/8758093/Cyber-physical control systemsindustrial control systemssecure controlsensor attacks mitigation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Luis F. Combita Alvaro Cardenas Nicanor Quijano |
spellingShingle |
Luis F. Combita Alvaro Cardenas Nicanor Quijano Mitigating Sensor Attacks Against Industrial Control Systems IEEE Access Cyber-physical control systems industrial control systems secure control sensor attacks mitigation |
author_facet |
Luis F. Combita Alvaro Cardenas Nicanor Quijano |
author_sort |
Luis F. Combita |
title |
Mitigating Sensor Attacks Against Industrial Control Systems |
title_short |
Mitigating Sensor Attacks Against Industrial Control Systems |
title_full |
Mitigating Sensor Attacks Against Industrial Control Systems |
title_fullStr |
Mitigating Sensor Attacks Against Industrial Control Systems |
title_full_unstemmed |
Mitigating Sensor Attacks Against Industrial Control Systems |
title_sort |
mitigating sensor attacks against industrial control systems |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2019-01-01 |
description |
This paper describes how to design and implement a mechanism that helps to mitigate sensor attacks on industrial control systems. The proposed architecture is based on concepts from fault-tolerant control techniques. This short note explains how a Kalman filter can be used simultaneously with optimal disturbance decoupling observers to improve the performance of the mitigation mechanism for sensor attacks in cyber-physical control systems. Our proposal mitigates attacks by generating a signal that compensates the change provoked by the attacker, while at the same time reducing the number of false alarms. We demonstrate the effectiveness of our proposal using a three tanks control simulation. |
topic |
Cyber-physical control systems industrial control systems secure control sensor attacks mitigation |
url |
https://ieeexplore.ieee.org/document/8758093/ |
work_keys_str_mv |
AT luisfcombita mitigatingsensorattacksagainstindustrialcontrolsystems AT alvarocardenas mitigatingsensorattacksagainstindustrialcontrolsystems AT nicanorquijano mitigatingsensorattacksagainstindustrialcontrolsystems |
_version_ |
1724189337465126912 |