Model-Based Covert Cyber-Attack Detection for Cooling System in Data Center

This paper investigates a model-based covert cyber-attack detection scheme for cooling system in data center. Firstly, a state-space model of cooling system is established based on the operational principles. Then, the existence conditions of covert cyber-attack are outlined, i.e., all attacks that satisfy these conditions cannot be detected using conventional schemes. Furthermore, a residual signal at the actuator side is proposed based on the structure of attacked system, which can detect covert cyber-attack effectively. Finally, a simulation of cooling system in data center is carried out to demonstrate the effectiveness and superiority of the proposed scheme.

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Publication Details

Published
2024-10-25
DOI
https://doi.org/10.1109/rcae62637.2024.10834175
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
0.00

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article

Model-Based Covert Cyber-Attack Detection for Cooling System in Data Center

Jingfeng Mao, Aibing Qiu, Siyu Huang, Man Chen et al.
Network Security and Intrusion Detection
article

Model-Based Covert Cyber-Attack Detection for Cooling System in Data Center

Jingfeng Mao, Aibing Qiu, Siyu Huang, Man Chen, Yaodong Wang
article en

Abstract

This paper investigates a model-based covert cyber-attack detection scheme for cooling system in data center. Firstly, a state-space model of cooling system is established based on the operational principles. Then, the existence conditions of covert cyber-attack are outlined, i.e., all attacks that satisfy these conditions cannot be detected using conventional schemes. Furthermore, a residual signal at the actuator side is proposed based on the structure of attacked system, which can detect covert cyber-attack effectively. Finally, a simulation of cooling system in data center is carried out to demonstrate the effectiveness and superiority of the proposed scheme.

Durham University (GB), Nantong University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 70%
Network Security and Intrusion Detection
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