An Interdisciplinary Survey on Information Flows in Supply Chains

Pennekamp, Jan; Matzutt, Roman; Klinkmüller, Christopher; Bader, Lennart; Serror, Martin; Wagner, Eric; Malik, Sidra; Spiß, Maria; Rahn, Jessica; Gürpinar, Tan; Vlad, Eduard; Leemans, Sander J. J.; Kanhere, Salil S.; Stich, Volker; Wehrle, Klaus; Wolsing, Konrad; Kus, Dominik; Wagner, Eric; Pennekamp, Jan; Wehrle, Klaus; Henze, Martin; Bodenbenner, Matthias; Pennekamp, Jan; Montavon, Benjamin; Wehrle, Klaus; Schmitt, Robert H.; Dahlmanns, Markus; Sander, Constantin; Decker, Robin; Wehrle, Klaus; Pennekamp, Jan; Lohmöller, Johannes; Vlad, Eduard; Loos, Joscha; Rodemann, Niklas; Sapel, Patrick; Fink, Ina Berenice; Schmitz, Seth; Hopmann, Christian; Jarke, Matthias; Schuh, Günther; Wehrle, Klaus; Henze, Martin; Pennekamp, Jan; Belova, Anastasiia; Bergs, Thomas; Bodenbenner, Matthias; Bührig-Polaczek, Andreas; Dahlmanns, Markus; Kunze, Ike; Kröger, Moritz; Geisler, Sandra; Henze, Martin; Lütticke, Daniel; Montavon, Benjamin; Niemietz, Philipp; Ortjohann, Lucia; Rudack, Maximilian; Schmitt, Robert H.; Vroomen, Uwe; Wehrle, Klaus; Zeng, Michael; Rüppel, Adrian Karl; Ay, Muzaffer; Biernat, Benedikt; Kunze, Ike; Landwehr, Markus; Mann, Samuel; Pennekamp, Jan; Rabe, Pascal; Sanders, Mark P.; Scheurenberg, Dominik; Schiller, Sven; Xi, Tiandong; Abel, Dirk; Bergs, Thomas; Brecher, Christian; Reisgen, Uwe; Schmitt, Robert H.; Wehrle, Klaus; Kluge-Wilkes, Aline; Baier, Ralph; Gossen, Daniel; Kunze, Ike; Müller, Aleksandra; Shahidi, Amir; Wolfschläger, Dominik; Brecher, Christian; Corves, Burkhard; Hüsing, Mathias; Nitsch, Verena; Schmitt, Robert H.; Wehrle, Klaus; Pennekamp, Jan; Dahlmanns, Markus; Fuhrmann, Frederik; Heutmann, Timo; Kreppein, Alexander; Grunert, Dennis; Lange, Christoph; Schmitt, Robert H.; Wehrle, Klaus; Lohmöller, Johannes; Pennekamp, Jan; Matzutt, Roman; Wehrle, Klaus; Dahlmanns, Markus; Lohmöller, Johannes; Pennekamp, Jan; Bodenhausen, Jörn; Wehrle, Klaus; Henze, Martin; Kus, Dominik; Wagner, Eric; Pennekamp, Jan; Wolsing, Konrad; Fink, Ina Berenice; Dahlmanns, Markus; Wehrle, Klaus; Henze, Martin

doi:10.1145/3606693

Internet of Production

The Internet of Production (IoP) pursues the vision of enabling a new level of cross-domain collaboration by sharing available semantically adequate and context-related data from development, production, and use in real time, even globally across participants of the IoP.

Within the cluster of excellence, COMSYS participates in two areas:

As part of CRD-A "IoP-Infrastructure", COMSYS contributes to develop an infrastructure for the IoP considering the functional, physical, and conceptual perspective for Digital Shadows in Production. In particular, Prof. Wehrle coordinates the Workstream A.I "Physical Infrastructure Supporting Digital Shadows" with the vision of providing the physical foundation for the IoP by supporting the execution and transfer of production models and data flows within and across layers with high performance, low latency, and security.
The main research objectives COMSYS focuses on are (i) a seamless low-latency analysis and execution of physical, simulated, and data-driven models towards a holistic analysis in all production domains through adaptive control operations within network infrastructures and (ii) to guarantee data security, data sovereignty, and stakeholder confidentiality in industrial collaboration scenarios within a global lab of labs with mutually distrustful stakeholders.
As part of CRD-B2 "Production Technology", COMSYS contributes to integrate reduced and composed heterogeneous engineering models across production domains into situation-specific real-time data analytics.

COMSYS also participates in the interdisciplinary expert group "Digital Shadow Enablers" to advice and enable all IoP research institutions to create, utilize, and manage data repositories suitable for highly heterogeneous structured, semi-structured and unstructured data to facilitate the creation of digital shadows.
Contact: dse[[at]]ima.rwth-aachen.de

More specific information is available on the official cluster website. The funding initially runs from 2019 to 2025.

Our Team

Researchers

Markus Dahlmanns (Network Security)
Ike Kunze (In-network Processing)
Jan Pennekamp (Secure Collaboration)
Klaus Wehrle (PI, Workstream Coordinator CRD-A.I)

Students

currently, n/a

Alumni

Contact

    For questions and inquiries regarding the Internet of Production, please contact:

    Jan Pennekamp
    Deputy Workstream Coordinator CRD-A.I

E-Mail: jan.pennekamp[[at]]comsys.rwth-aachen.de

Internet of Production Publications

47.	Jan Pennekamp, Roman Matzutt, Christopher Klinkmüller, Lennart Bader, Martin Serror, Eric Wagner, Sidra Malik, Maria Spiß, Jessica Rahn, Tan Gürpinar, Eduard Vlad, Sander J. J. Leemans, Salil S. Kanhere, Volker Stich, and Klaus Wehrle An Interdisciplinary Survey on Information Flows in Supply Chains ACM Computing Surveys, 56(2) February 2024 ISSN: 0360-0300 DOI: 10.1145/3606693
46.	Konrad Wolsing, Dominik Kus, Eric Wagner, Jan Pennekamp, Klaus Wehrle, and Martin Henze One IDS is not Enough! Exploring Ensemble Learning for Industrial Intrusion Detection Proceedings of the 28th European Symposium on Research in Computer Security (ESORICS '23), September 25-29, 2023, The Hague, The Netherlands Publisher: Springer, September 2023 Accepted
45.	Matthias Bodenbenner, Jan Pennekamp, Benjamin Montavon, Klaus Wehrle, and Robert H. Schmitt FAIR Sensor Ecosystem: Long-Term (Re-)Usability of FAIR Sensor Data through Contextualization Proceedings of the 21th IEEE International Conference on Industrial Informatics (INDIN '23), July 17-20, 2023, Lemgo, Germany Publisher: IEEE, July 2023 DOI: 10.1109/INDIN51400.2023.10218149 ISBN: 978-1-6654-9313-0
44.	Markus Dahlmanns, Constantin Sander, Robin Decker, and Klaus Wehrle Secrets Revealed in Container Images: An Internet-wide Study on Occurrence and Impact Proceedings of the 2023 ACM on Asia Conference on Computer and Communications Security, page 797-811. Publisher: ACM, July 2023 DOI: 10.1145/3579856.3590329 ISBN: 979-8-4007-0098-9/23/07
43.	Jan Pennekamp, Johannes Lohmöller, Eduard Vlad, Joscha Loos, Niklas Rodemann, Patrick Sapel, Ina Berenice Fink, Seth Schmitz, Christian Hopmann, Matthias Jarke, Günther Schuh, Klaus Wehrle, and Martin Henze Designing Secure and Privacy-Preserving Information Systems for Industry Benchmarking Proceedings of the 35th International Conference on Advanced Information Systems Engineering (CAiSE '23), June 12-16, 2023, Zaragoza, Spain, page 489-505. Publisher: Springer, June 2023 DOI: 10.1007/978-3-031-34560-9_29 ISBN: 978-3-031-34559-3
42.	Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig-Polaczek, Markus Dahlmanns, Ike Kunze, Moritz Kröger, Sandra Geisler, Martin Henze, Daniel Lütticke, Benjamin Montavon, Philipp Niemietz, Lucia Ortjohann, Maximilian Rudack, Robert H. Schmitt, Uwe Vroomen, Klaus Wehrle, and Michael Zeng Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead Internet of Production: Fundamentals, Applications and Proceedings Publisher: Springer, February 2023 DOI: 10.1007/978-3-030-98062-7_2-1 ISBN: 978-3-030-98062-7
41.	Adrian Karl Rüppel, Muzaffer Ay, Benedikt Biernat, Ike Kunze, Markus Landwehr, Samuel Mann, Jan Pennekamp, Pascal Rabe, Mark P. Sanders, Dominik Scheurenberg, Sven Schiller, Tiandong Xi, Dirk Abel, Thomas Bergs, Christian Brecher, Uwe Reisgen, Robert H. Schmitt, and Klaus Wehrle Model-Based Controlling Approaches for Manufacturing Processes Internet of Production: Fundamentals, Applications and Proceedings Publisher: Springer, February 2023 DOI: 10.1007/978-3-030-98062-7_7-1 ISBN: 978-3-030-98062-7
40.	Aline Kluge-Wilkes, Ralph Baier, Daniel Gossen, Ike Kunze, Aleksandra Müller, Amir Shahidi, Dominik Wolfschläger, Christian Brecher, Burkhard Corves, Mathias Hüsing, Verena Nitsch, Robert H. Schmitt, and Klaus Wehrle Modular Control and Services to Operate Line-less Mobile Assembly Systems Internet of Production: Fundamentals, Applications and Proceedings Publisher: Springer, February 2023 DOI: 10.1007/978-3-030-98062-7_13-1 ISBN: 978-3-030-98062-7
39.	Jan Pennekamp, Markus Dahlmanns, Frederik Fuhrmann, Timo Heutmann, Alexander Kreppein, Dennis Grunert, Christoph Lange, Robert H. Schmitt, and Klaus Wehrle Offering Two-Way Privacy for Evolved Purchase Inquiries ACM Transactions on Internet Technology, 2023 ISSN: 1533-5399 DOI: 10.1145/3599968 Accepted
38.	Johannes Lohmöller, Jan Pennekamp, Roman Matzutt, and Klaus Wehrle On the Need for Strong Sovereignty in Data Ecosystems Proceedings of the 1st International Workshop on Data Ecosystems (DEco '22), co-located with the 48th International Conference on Very Large Databases (VLDB '22), September 5-9, 2022, Sydney, Australia, Volume 3306, page 51-63. Publisher: CEUR Workshop Proceedings, September 2022
37.	Markus Dahlmanns, Johannes Lohmöller, Jan Pennekamp, Jörn Bodenhausen, Klaus Wehrle, and Martin Henze Missed Opportunities: Measuring the Untapped TLS Support in the Industrial Internet of Things Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security (ASIACCS '22), May 30-June 3, 2022, Nagasaki, Japan, page 252-266. Publisher: ACM, May 2022 DOI: 10.1145/3488932.3497762 ISBN: 978-1-4503-9140-5/22/05
36.	Dominik Kus, Eric Wagner, Jan Pennekamp, Konrad Wolsing, Ina Berenice Fink, Markus Dahlmanns, Klaus Wehrle, and Martin Henze A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection Proceedings of the 8th ACM Cyber-Physical System Security Workshop (CPSS '22), co-located with the 17th ACM ASIA Conference on Computer and Communications Security (ASIACCS '22), May 30-June 3, 2022, Nagasaki, Japan, page 73-84. Publisher: ACM, May 2022 DOI: 10.1145/3494107.3522773 ISBN: 978-1-4503-9176-4/22/05

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