Projects per year
Abstract
Nowadays, the growth of advanced technologies is paving the way for Industrial Control Systems (ICS) and making them more efficient and smarter. However, this makes ICS more connected to communication networks that provide a potential platform for attackers to intrude into the systems and cause damage and catastrophic consequences. In this paper, we propose implementing digital twins that have been equipped with an intrusion detection algorithm. Our novel algorithm is able to detect attacks in a timely manner and also diagnose the type of attack by classification of different types of attacks. With digital twins, which are a new concept in ICS, we have virtual replicas of physical systems so that they precisely mirror the internal behavior of the physical systems. So by placing the intrusion detection algorithm in digital twins, security tests can be done remotely without risking negative impacts on live systems.
| Original language | English |
|---|---|
| Title of host publication | 2020 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) |
| Publisher | IEEE - Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 978-953-290-099-6 |
| DOIs | |
| Publication status | Published - 2020 |
| Event | 28 th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2020) - Hvar, Croatia Duration: 2020 Sept 17 → 2020 Sept 19 |
Conference
| Conference | 28 th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2020) |
|---|---|
| Country/Territory | Croatia |
| City | Hvar |
| Period | 2020/09/17 → 2020/09/19 |
Subject classification (UKÄ)
- Control Engineering
Free keywords
- Intrusion detection
- Digital twins
- Industrial control systems
Fingerprint
Dive into the research topics of 'Intrusion Detection in Digital Twins for Industrial Control Systems'. Together they form a unique fingerprint.Projects
- 3 Finished
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Ultra-reliable and low-latency networked systems aimed for time-critical services in an Industry 4.0 environment
Akbarian, F. (Research student), Kihl, M. (Supervisor), Fitzgerald, E. (Assistant supervisor) & Tärneberg, W. (Assistant supervisor)
2019/04/06 → 2024/04/06
Project: Dissertation
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Sec4Factory: Cyber Security for Next Generation Factory (SEC4FACTORY)
Gehrmann, C. (PI), Kihl, M. (CoPI), Hell, M. (CoI), Fitzgerald, E. (Researcher), Toorani, M. (Researcher), Fitzgerald, E. (Researcher), Tärneberg, W. (Researcher) & Akbarian, F. (Researcher)
Swedish Foundation for Strategic Research, SSF
2018/04/01 → 2024/12/31
Project: Research
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(HI2OT) NordicIoT: Nordic University Hub on Internet of Things
Gruian, F. (PI), Larsson, E. (PI), Årzén, K.-E. (PI), Kihl, M. (PI), Fitzgerald, E. (Researcher), Tärneberg, W. (Researcher), Akbarian, F. (Researcher), Chamideh, S. (Researcher) & Peng, H. (Researcher)
2018/01/01 → 2023/12/31
Project: Network