Poster: Ensemble Learning for Industrial Intrusion Detection

Kus, Dominik; Wolsing, Konrad; Pennekamp, Jan; Wagner, Eric; Henze, Martin; 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; 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; Kus, Dominik; Wagner, Eric; Pennekamp, Jan; Wolsing, Konrad; Fink, Ina Berenice; Dahlmanns, Markus; Wehrle, Klaus; Henze, Martin; Wolsing, Konrad; Roepert, Linus; Bauer, Jan; Wehrle, Klaus; Hemminghaus, Christian; Bauer, Jan; Wolsing, Konrad; Wolsing, Konrad; Wagner, Eric; Henze, Martin; Rüth, Jan; Wolsing, Konrad; Wehrle, Klaus; Hohlfeld, Oliver; Wolsing, Konrad; Rüth, Jan; Wehrle, Klaus; Hohlfeld, Oliver

doi:10.18154/RWTH-2022-10809

Konrad Wolsing

Fraunhofer FKIE, Cyber Analysis & Defense
Zanderstraße 5
53177 Bonn-Bad Godesberg, Germany

E-Mail: wolsing[[at]]comsys.rwth-aachen.de
Phone: +49 241 80-21465

Short Biography

In November 2019, I graduated with an M.Sc. degree in computer science at the RWTH Aachen University. Since 2020 I am working at Fraunhofer Institute for Communication, Information Processing and Ergonomics (FKIE) in the Cyber Analysis & Defense (CA&D) department. Here at the Chair of Communication and Distributed Systems, I am an external researcher and Ph.D. student.

My research focusses on industrial intrusion detection systems and maritime cybersecurity.

Publications

15.	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
14.	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
13.	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
12.	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
11.	Konrad Wolsing, Lea Thiemt, Christian van Sloun, Eric Wagner, Klaus Wehrle, and Martin Henze Can Industrial Intrusion Detection Be SIMPLE? In Atluri, Vijayalakshmi and Di Pietro, Roberto and Jensen, Christian D. and Meng, Weizhi, editor, Volume 978-3-031-17143-7 27th European Symposium on Research in Computer Security (ESORICS) Copenhagen, Denmark, September 26-30, 2022 Publisher: Springer Nature Switzerland, September 2022 DOI: 10.1007/978-3-031-17143-7_28
10.	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
9.	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
8.	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
7.	Christian Hemminghaus, Jan Bauer, and Konrad Wolsing SIGMAR: Ensuring Integrity and Authenticity of Maritime Systems using Digital Signatures In Proceedings of the International Symposium on Networks, Computers and Communications (ISNCC) Publisher: IEEE, November 2021 DOI: 10.1109/ISNCC52172.2021.9615738
6.	Konrad Wolsing, Eric Wagner, and Martin Henze Poster: Facilitating Protocol-independent Industrial Intrusion Detection Systems Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications Security (CCS ’20), November 9–13, 2020, Virtual Event, USA. Publisher: ACM, New York, NY, USA November 2020 DOI: 10.1145/3372297.3420019
5.	Jan Rüth, Konrad Wolsing, Klaus Wehrle, and Oliver Hohlfeld Perceiving QUIC: Do Users Notice or Even Care? In Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies (CoNEXT '19) Publisher: ACM, December 2019 DOI: 10.1145/3359989.3365416 https://arxiv.org/abs/1910.07729
4.	Konrad Wolsing, Jan Rüth, Klaus Wehrle, and Oliver Hohlfeld A Performance Perspective on Web Optimized Protocol Stacks: TCP+TLS+HTTP/2 vs. QUIC In Proceedings of the Applied Networking Research Workshop (ANRW '19) Publisher: ACM, July 2019 DOI: 10.1145/3340301.3341123 https://arxiv.org/abs/1906.07415

Page:

Previous | 1, 2 | Next

Export as:

BibTeX, XML