Die Komponenten in modernen Produktionsanlagen werden immer mehr vernetzt. Mit erhöhter Flexibilität und Rekonfigurierbarkeit steigt aber auch die Gefahr von Cyber-Angriffen. Um die Produktionsanalagen besser vor Cyber-Angriffen zu schützen, werden neuartige auf Systemtheorie basierte Algorithmen zur frühzeitigen Detektion von Cyber-Angriffen entwickelt. Darüber hinaus wird untersucht, wie der Einfluss der Cyber-Angriffe auf das Systemverhalten unterdrückt werden kann.

Veröffentlichungen:

• R. Fritz, P. Zhang. Detection and Localization of Stealthy Cyber Attacks in Cyber-Physical Discrete Event Systems. IEEE Transactions on Automatic Control, 2023, DOI: 10.1109/TAC.2023.3253462.
• D. Mikhaylenko, P. Zhang. Stealthy local covert attacks on cyber-physical systems. IEEE Transactions on Automatic Control, Vol. 67, No. 12, pp. 6778 – 6785, 2022.
• M. Fauser, P. Zhang. Detection of cyber attacks in encrypted control systems. IEEE Control Systems Letters, Vol. 6, pp. 2365-2370, 2022.
• M. Jia, P. Zhang. Detection of cyber attacks on a water distribution testbed. Proceedings of the6th IEEE Conference on Control Technology and Applications (CCTA), pp. 1354-1359, Trieste, Italy, 2022.
• M. Al-Dhaheri, P. Zhang, D. Mikhaylenko. Detection of cyber attacks on a water treatment process. Proceedings of the 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS), pp. 674-679, Pafos, Cyprus, 2022.
• X. Li, P. Zhang, H. Dong. Robust stealthy covert attacks on cyber-physical systems. Proceedings of the 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS), pp. 527-532, Pafos, Cyprus, 2022.
• D. Mikhaylenko, P. Zhang. Stealthy targeted local covert attacks on cyber-physical systems. Proceedings of the 2021 Conference on Decision and Control (CDC), 2021.
• M. Fauser, P. Zhang. Resilient homomorphic encryption scheme for cyber-physical systems. Proceedings of the 2021 Conference on Decision and Control (CDC), 2021.
• M. Fauser, P. Zhang. Resilience and detection of cyber-physical systems to covert attacks by exploiting frequency hopping spread spectrum. Proceedings of the 2021 American Control Conference (ACC), pp. 4621-4626, 2021.
• M. Fauser, P. Zhang. Resilience of cyber-physical systems to covert attacks by exploiting an improved encryption scheme. Proc. of the 59th IEEE Conference on Decision and Control (CDC), pp. 5489-5494, 2020.
• D. Martynova, P. Zhang. Completely stealthy attacks on cyber-physical system with parity space based monitoring. Proceedings of the 2019 American Control Conference (ACC), pp. 4424-4429, Philadelphia, USA, 2019.
• R. Fritz, M. Fauser, P. Zhang. Controller encryption for discrete event systems. Proceedings of the 2019 American Control Conference (ACC), pp. 5633-5638, Philadelphia, USA, 2019.
• R. Fritz, P. Schwarz, P. Zhang. Modeling of Cyber Attacks and a Time Guard Detection for ICS Based on Discrete Event Systems. Proceedings of the 2019 European Control Conference (ECC), pp. 4368-4373, Naples, Italy, 2019.
• D. Martynova, P. Zhang. An approach to encrypted fault detection of cyber-physical systems. Proceedings of the 2019 Asian Control Conference (ASCC), pp. 1501-1506, Kitakyushu, Japan, 2019.
• R. Fritz, P. Zhang. Modeling and detection of cyber attacks on discrete event systems. Proceedings of the 14th Workshop on Discrete Event Systems (WODES), pp. 296-301, Sorrento Coast, Italy, 2018.
• D. Martynova, P. Zhang. Secure estimation and attack detection in cyber-physical systems with switching attack. Proceedings of the 2018 European Control Conference (ECC), pp. 356-361, Limassol,Cyprus, 2018.
• R. Fritz, P. Zhang. Detektion von Angriffen auf Cyber-Physische Fertigungssysteme. Proceedings of the 2018 Automation, pp. 69-80, Baden-Baden, Germany, 2018.
• C. Schellenberger, P. Zhang. Detection of covert attacks on cyber-physical systems by extending the system dynamics with an auxiliary system. Proceedings of the 56th IEEE Conference on Decision and Control (CDC), pp. 1374-1379, Melbourne, Australia, 2017.
• A. Höhn, P. Zhang. Detection of replay attacks in cyber-physical systems. Proceedings of the 2016 American Control Conference (ACC), pp. 290-295, Boston, USA, 2016.
• A. Höhn, P. Zhang. Detection of covert attacks and zero dynamics attacks in cyber-physical systems. Proceedings of the 2016 American Control Conference (ACC), pp. 302-307, Boston, USA, 2016.

Masterarbeiten:

• F. V. De Souza Lopes. Investigation of Partially Homomorphic Encryption in Cloud-Based Remote Monitoring of Machines. 2022.
• J. Trieb. Creatin of a Digital Twin for Manufacturing Process. 2022.
• M. Jia. Detection and Isolation of Cyber Attacks on Walter Systems. 2022.
• P. Marijan. Investigation of Opacity in SIPNs and Its Application to a Laboratory Plant. 2021.
• M. Al-Dhaheri. Detection of Cyber Attacks on a Water Treatment Process. 2021.
• S. Aglikat. Cyber-Risikoanalyse für komplexe PLT-Schutzeinrichtungen in Industrieanlagen. 2020.
• M. Kramers. Untersuchung eines Local-Covert-Angriffs auf Cyber-physische Systeme. 2019.
• M. Fauser. Detektion von Cyberangriffen auf industrielle Steuerungssysteme. 2019.
• P. Schwarz. Cyber-Angriffe und deren Detektion in ereignisdiskreten Systemen. 2018.
• D. Martynova. Cyber-Physical Systems Security. 2017.
• Ch. Schellenberger. Detection of deceptive attacks in cyber-physical systems. 2017.
• A. Höhn. Angriffsszenarien und deren Detektion in cyber-physischen Systemen. 2016.

Bachlorarbeit/Studienarbeit:

• N. Krebs. Erweiterung und Implementierung einer Steuerungsverschlüsselung für ereignisdiskrete Systeme. 2019.