Ensemble-based Efficient Anomaly Detection for Smart Building Control Systems

Mapping Intimacies ◽

10.1109/compsac51774.2021.00075 ◽

2021 ◽

Author(s):

Nur Imtiazul Haque ◽

Mohammad Ashiqur Rahman ◽

Hossain Shahriar

Keyword(s):

Anomaly Detection ◽

Control Systems ◽

Building Control ◽

Smart Building

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Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2021.110969 ◽

2021 ◽

Vol 144 ◽

pp. 110969

Author(s):

Ghezlane Halhoul Merabet ◽

Mohamed Essaaidi ◽

Mohamed Ben Haddou ◽

Basheer Qolomany ◽

Junaid Qadir ◽

...

Keyword(s):

Artificial Intelligence ◽

Systematic Review ◽

Energy Efficiency ◽

Thermal Comfort ◽

Control Systems ◽

Intelligent Building ◽

Building Control

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Machine Learning Methods for Anomaly Detection in Industrial Control Systems

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9378018 ◽

2020 ◽

Author(s):

Johnathan Tai ◽

Izzat Alsmadi ◽

Yunpeng Zhang ◽

Fengxiang Qiao

Keyword(s):

Machine Learning ◽

Anomaly Detection ◽

Control Systems ◽

Industrial Control ◽

Learning Methods ◽

Industrial Control Systems ◽

Machine Learning Methods

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Challenges in Machine Learning based approaches for Real-Time Anomaly Detection in Industrial Control Systems

Proceedings of the 6th ACM on Cyber-Physical System Security Workshop ◽

10.1145/3384941.3409588 ◽

2020 ◽

Cited By ~ 1

Author(s):

Chuadhry Mujeeb Ahmed ◽

Gauthama Raman M R ◽

Aditya P. Mathur

Keyword(s):

Machine Learning ◽

Anomaly Detection ◽

Control Systems ◽

Real Time ◽

Industrial Control ◽

Industrial Control Systems

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Detecting cyberattacks using anomaly detection in industrial control systems: A Federated Learning approach

Computers in Industry ◽

10.1016/j.compind.2021.103509 ◽

2021 ◽

Vol 132 ◽

pp. 103509

Author(s):

Truong Thu Huong ◽

Ta Phuong Bac ◽

Dao Minh Long ◽

Tran Duc Luong ◽

Nguyen Minh Dan ◽

...

Keyword(s):

Anomaly Detection ◽

Control Systems ◽

Learning Approach ◽

Industrial Control ◽

Industrial Control Systems

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DAICS: A Deep Learning Solution for Anomaly Detection in Industrial Control Systems

IEEE Transactions on Emerging Topics in Computing ◽

10.1109/tetc.2021.3073017 ◽

2021 ◽

pp. 1-1

Author(s):

Maged Fathy Abdelaty ◽

Roberto Doriguzzi Corin ◽

Domenico Siracusa

Keyword(s):

Deep Learning ◽

Anomaly Detection ◽

Control Systems ◽

Industrial Control ◽

Industrial Control Systems

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AADS: A Noise-Robust Anomaly Detection Framework for Industrial Control Systems

Information and Communications Security - Lecture Notes in Computer Science ◽

10.1007/978-3-030-41579-2_4 ◽

2020 ◽

pp. 53-70

Author(s):

Maged Abdelaty ◽

Roberto Doriguzzi-Corin ◽

Domenico Siracusa

Keyword(s):

Anomaly Detection ◽

Control Systems ◽

Industrial Control ◽

Industrial Control Systems ◽

Noise Robust

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ANSI/EIA 709.1, IP, and Web Services: The Keys to Open, Interoperable Building Control Systems

Handbook of Web Based Energy Information and Control Systems ◽

10.1201/9781003151678-21 ◽

2020 ◽

pp. 267-272

Author(s):

Michael R. Tennefoss ◽

Alex Chervet

Keyword(s):

Web Services ◽

Control Systems ◽

Building Control

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Super Detector: An Ensemble Approach for Anomaly Detection in Industrial Control Systems

Critical Information Infrastructures Security - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93200-8_2 ◽

2021 ◽

pp. 24-43

Author(s):

Madhumitha Balaji ◽

Siddhant Shrivastava ◽

Sridhar Adepu ◽

Aditya Mathur

Keyword(s):

Anomaly Detection ◽

Control Systems ◽

Industrial Control ◽

Industrial Control Systems ◽

Ensemble Approach

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Research on Improvement of Anomaly Detection Performance in Industrial Control Systems

10.1007/978-3-030-89432-0_7 ◽

2021 ◽

pp. 76-87

Author(s):

Sungho Bae ◽

Chanwoong Hwang ◽

Taejin Lee

Keyword(s):

Anomaly Detection ◽

Control Systems ◽

Detection Performance ◽

Industrial Control ◽

Industrial Control Systems

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An Anomaly Detection Technique for Deception Attacks in Industrial Control Systems

2019 IEEE 5th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS) ◽

10.1109/bigdatasecurity-hpsc-ids.2019.00057 ◽

2019 ◽

Author(s):

Q.S. Qassim ◽

A.R. Ahmad ◽

R. Ismail ◽

A. Abu Bakar ◽

F. Abdul Rahim ◽

...

Keyword(s):

Anomaly Detection ◽

Control Systems ◽

Detection Technique ◽

Industrial Control ◽

Industrial Control Systems

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