Poster: Ensemble Learning for Industrial Intrusion Detection

Kus, Dominik; Wolsing, Konrad; Pennekamp, Jan; Wagner, Eric; Henze, Martin; Wehrle, Klaus; Pennekamp, Jan; Henze, Martin; Zinnen, Andreas; Lanze, Fabian; Wehrle, Klaus; Panchenko, Andriy; Glebke, René; Scheiper, Jan; Lenz, Stefan; Stoffers, Mirko; Wehrle, Klaus; Kunze, Ike; Trossen, Dirk; Wehrle, Klaus; Wolsing, Konrad; Wagner, Eric; Saillard, Antoine; Henze, Martin; von Rechenberg, Merlin; Rößler, Nina; Schmidt, Mari; Wolsing, Konrad; Motz, Florian; Bergmann, Michael; Padilla, Elmar; Bauer, Jan; Lohmöller, Johannes; Pennekamp, Jan; Matzutt, Roman; Wehrle, Klaus; Henze, Martin; Matzutt, Roman; Hiller, Jens; Mühmer, Erik; Ziegeldorf, Jan Henrik; van der Giet, Johannes; Wehrle, Klaus; Wolsing, Konrad; Saillard, Antoine; Bauer, Jan; Wagner, Eric; van Sloun, Christian; Fink, Ina Berenice; Schmidt, Mari; Wehrle, Klaus; Henze, Martin; Wolsing, Konrad; Thiemt, Lea; van Sloun, Christian; Wagner, Eric; Wehrle, Klaus; Henze, Martin; Zemanek, Sven; Hacker, Immanuel; Wolsing, Konrad; Wagner, Eric; Henze, Martin; Serror, Martin; Sander, Constantin; Kunze, Ike; 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; Wagner, Eric; Serror, Martin; Wehrle, Klaus; Henze, Martin; Wagner, Eric; Bauer, Jan; Henze, Martin; Wagner, Eric; Matzutt, Roman; Pennekamp, Jan; Bader, Lennart; Bajelidze, Irakli; Wehrle, Klaus; Henze, Martin; Matzutt, Roman; Ahlrichs, Vincent; Pennekamp, Jan; Karwacik, Roman; Wehrle, Klaus; Brauner, Philipp; Dalibor, Manuela; Jarke, Matthias; Kunze, Ike; Koren, István; Lakemeyer, Gerhard; Liebenberg, Martin; Michael, Judith; Pennekamp, Jan; Quix, Christoph; Rumpe, Bernhard; van der Aalst, Wil; Wehrle, Klaus; Wortmann, Andreas; Ziefle, Martina; Kunze, Ike; Wehrle, Klaus; Trossen, Dirk; Montpetit, Marie-José; de Foy, Xavier; Griffin, David; Rio, Miguel; Wolsing, Konrad; Roepert, Linus; Bauer, Jan; Wehrle, Klaus; Lorenz, Matthias; Pletzer, Tobias Markus; Schuhmacher, Malte; Sowa, Torsten; Dahms, Michael; Stock, Simon; Babazadeh, Davood; Becker, Christian; Jaeger, Johann; Lorz, Tobias; Dahlmanns, Markus; Fink, Ina Berenice; Wehrle, Klaus; Ulbig, Andreas; Linnartz, Philipp; Selimaj, Antigona; Offergeld, Thomas

doi:10.18154/RWTH-2022-10809

Publications

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390.	Dominik Kus, Konrad Wolsing, Jan Pennekamp, Eric Wagner, Martin Henze, and Klaus Wehrle Poster: Ensemble Learning for Industrial Intrusion Detection 38th Annual Computer Security Applications Conference (ACSAC '22), December 5-9, 2022, Austin, TX, USA Publisher: RWTH Aachen University, December 2022 DOI: 10.18154/RWTH-2022-10809
389.	Jan Pennekamp, Martin Henze, Andreas Zinnen, Fabian Lanze, Klaus Wehrle, and Andriy Panchenko CUMUL & Co: High-Impact Artifacts for Website Fingerprinting Research Cybersecurity Artifacts Competition and Impact Award at 38th Annual Computer Security Applications Conference (ACSAC '22), December 5-9, 2022, Austin, TX, USA Publisher: ACSA, December 2022 DOI: 10.18154/RWTH-2022-10811 https://www.acsac.org/202...am/artifacts_competition/
388.	René Glebke, Jan Scheiper, Stefan Lenz, Mirko Stoffers, and Klaus Wehrle Harnessing Cooperative Anycast Communication for Increased Resilience in Wireless Control Proceedings of the 61st IEEE Conference on Decision and Control (CDC 2022) Publisher: IEEE, December 2022 DOI: 10.1109/CDC51059.2022.9992864
387.	Ike Kunze, Dirk Trossen, and Klaus Wehrle Evolving the End-to-End Transport Layer in Times of Emerging Computing In The Network (COIN) Proceedings of the 1st Workshop on New IP and Beyond, co-located with the 30th IEEE International Conference on Network Protocols November 2022 DOI: 10.1109/ICNP55882.2022.9940379
386.	Konrad Wolsing, Eric Wagner, Antoine Saillard, and Martin Henze IPAL: Breaking up Silos of Protocol-dependent and Domain-specific Industrial Intrusion Detection Systems Proceedings of the 25th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2022) October 2022 DOI: 10.1145/3545948.3545968
385.	Merlin von Rechenberg, Nina Rößler, Mari Schmidt, Konrad Wolsing, Florian Motz, Michael Bergmann, Elmar Padilla, and Jan Bauer Guiding Ship Navigators through the Heavy Seas of Cyberattacks European Workshop on Maritime Systems Resilience and Security (MARESEC 2022) Publisher: Zenodo, October 2022 DOI: 10.5281/zenodo.7148794 https://zenodo.org/record/7148794
384.	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
383.	Martin Henze, Roman Matzutt, Jens Hiller, Erik Mühmer, Jan Henrik Ziegeldorf, Johannes van der Giet, and Klaus Wehrle Complying with Data Handling Requirements in Cloud Storage Systems IEEE Transactions on Cloud Computing, 10(3):1661-1674 September 2022 ISSN: 2168-7161 DOI: 10.1109/TCC.2020.3000336
382.	Konrad Wolsing, Antoine Saillard, Jan Bauer, Eric Wagner, Christian van Sloun, Ina Berenice Fink, Mari Schmidt, Klaus Wehrle, and Martin Henze Network Attacks Against Marine Radar Systems: A Taxonomy, Simulation Environment, and Dataset 47th IEEE Conference on Local Computer Networks (LCN) Edmonton, Canada, September 26-29, 2022 Publisher: IEEE, September 2022 DOI: 10.1109/LCN53696.2022.9843801
381.	Konrad Wolsing, Lea Thiemt, Christian van Sloun, Eric Wagner, Klaus Wehrle, and Martin Henze Can Industrial Intrusion Detection Be SIMPLE? Proceedings of the 27th European Symposium on Research in Computer Security (ESORICS '22), September 26-30, 2022, Copenhagen, Denmark Volume 978-3-031-17143-7, page 574--594. Publisher: Springer Nature Switzerland, September 2022 DOI: 10.1007/978-3-031-17143-7_28
380.	Sven Zemanek, Immanuel Hacker, Konrad Wolsing, Eric Wagner, Martin Henze, and Martin Serror PowerDuck: A GOOSE Data Set of Cyberattacks in Substations Cyber Security Experimentation and Test Workshop (CSET 2022) Virtual, August 8, 2022 Publisher: ACM, New York, NY, USA August 2022 DOI: 10.1145/3546096.3546102 ISBN: 978-1-4503-9684-4/22/08
379.	Constantin Sander, Ike Kunze, and Klaus Wehrle Analyzing the Influence of Resource Prioritization on HTTP/3 HOL Blocking and Performance Proceedings of the Network Traffic Measurement and Analysis Conference (TMA '22) Publisher: IFIP, June 2022 ISBN: 978-3-903176-47-8 https://tma.ifip.org/2022...22/06/tma2022-paper28.pdf
378.	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 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
377.	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
376.	Eric Wagner, Martin Serror, Klaus Wehrle, and Martin Henze BP-MAC: Fast Authentication for Short Messages Proceedings of the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22), page 201-206. Publisher: ACM, May 2022 DOI: 10.1145/3507657.3528554 ISBN: 978-1-4503-9216-7/22/05
375.	Eric Wagner, Jan Bauer, and Martin Henze Take a Bite of the Reality Sandwich: Revisiting the Security of Progressive Message Authentication Codes Proceedings of the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22), page 207-221. Publisher: ACM, May 2022 DOI: 10.1145/3507657.3528539 ISBN: 978-1-4503-9216-7/22/05
374.	Eric Wagner, Roman Matzutt, Jan Pennekamp, Lennart Bader, Irakli Bajelidze, Klaus Wehrle, and Martin Henze Scalable and Privacy-Focused Company-Centric Supply Chain Management Proceedings of the 2022 IEEE International Conference on Blockchain and Cryptocurrency (ICBC '22), May 2-5, 2022, Shanghai, China Publisher: IEEE, May 2022 DOI: 10.1109/ICBC54727.2022.9805503 ISBN: 978-1-6654-9538-7/22
373.	Roman Matzutt, Vincent Ahlrichs, Jan Pennekamp, Roman Karwacik, and Klaus Wehrle A Moderation Framework for the Swift and Transparent Removal of Illicit Blockchain Content Proceedings of the 2022 IEEE International Conference on Blockchain and Cryptocurrency (ICBC '22), May 2-5, 2022, Shanghai, China Publisher: IEEE, May 2022 DOI: 10.1109/ICBC54727.2022.9805508 ISBN: 978-1-6654-9538-7/22
372.	Philipp Brauner, Manuela Dalibor, Matthias Jarke, Ike Kunze, István Koren, Gerhard Lakemeyer, Martin Liebenberg, Judith Michael, Jan Pennekamp, Christoph Quix, Bernhard Rumpe, Wil van der Aalst, Klaus Wehrle, Andreas Wortmann, and Martina Ziefle A Computer Science Perspective on Digital Transformation in Production ACM Transactions on Internet of Things, 3(2) May 2022 ISSN: 2691-1914 DOI: 10.1145/3502265
371.	Ike Kunze, Klaus Wehrle, Dirk Trossen, Marie-José Montpetit, Xavier de Foy, David Griffin, and Miguel Rio Use Cases for In-Network Computing Document number: draft-irtf-coinrg-use-cases-02 Internet Engineering Task Force, March 2022 https://datatracker.ietf....ft-irtf-coinrg-use-cases/
370.	Konrad Wolsing, Linus Roepert, Jan Bauer, and Klaus Wehrle Anomaly Detection in Maritime AIS Tracks: A Review of Recent Approaches Journal of Marine Science and Engineering, 10(1) January 2022 DOI: 10.3390/jmse10010112 https://www.mdpi.com/2077-1312/10/1/112
369.	Matthias Lorenz, Tobias Markus Pletzer, Malte Schuhmacher, Torsten Sowa, Michael Dahms, Simon Stock, Davood Babazadeh, Christian Becker, Johann Jaeger, Tobias Lorz, Markus Dahlmanns, Ina Berenice Fink, Klaus Wehrle, Andreas Ulbig, Philipp Linnartz, Antigona Selimaj, and Thomas Offergeld Interconnected network protection systems - the basis for the reliable and safe operation of distribution grids with a high penetration of renewable energies and electric vehicle Proceedings of the CIRED workshop on E-mobility and power distribution systems 2022 2022 DOI: 10.1049/icp.2022.0768

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