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A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection
Anomaly-based intrusion detection promises to detect novel or unknown attacks on industrial control systems by modeling expected system …
Dominik Kus, Eric Wagner, Jan Pennekamp, Konrad Wolsing, Ina Berenice Fink, Markus Dahlmanns, Klaus Wehrle, Martin Henze
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Missed Opportunities: Measuring the Untapped TLS Support in the Industrial Internet of Things
The ongoing trend to move industrial appliances from previously isolated networks to the Internet requires fundamental changes in …
Markus Dahlmanns, Johannes Lohmöller, Jan Pennekamp, Jörn Bodenhausen, Klaus Wehrle, Martin Henze
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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
Power grids are increasingly faced with the introduction of decentralized, highly volatile power supplies from renewable energies and …
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, Thomas Offergeld
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Collaboration is not Evil: A Systematic Look at Security Research for Industrial Use
Following the recent Internet of Things-induced trends on digitization in general, industrial applications will further evolve as well. …
Jan Pennekamp, Erik Buchholz, Markus Dahlmanns, Ike Kunze, Stefan Braun, Eric Wagner, Matthias Brockmann, Klaus Wehrle, Martin Henze
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Confidential Computing-Induced Privacy Benefits for the Bootstrapping of New Business Relationships
In addition to quality improvements and cost reductions, dynamic and flexible business relationships are expected to become more …
Jan Pennekamp, Frederik Fuhrmann, Markus Dahlmanns, Timo Heutmann, Alexander Kreppein, Dennis Grunert, Christoph Lange, Robert H. Schmitt, Klaus Wehrle
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Transparent End-to-End Security for Publish/Subscribe Communication in Cyber-Physical Systems
The ongoing digitization of industrial manufacturing leads to a decisive change in industrial communication paradigms. Moving from …
Markus Dahlmanns, Jan Pennekamp, Ina Berenice Fink, Bernd Schoolmann, Klaus Wehrle, Martin Henze
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Privacy-Preserving Production Process Parameter Exchange
Nowadays, collaborations between industrial companies always go hand in hand with trust issues, i.e., exchanging valuable production …
Jan Pennekamp, Erik Buchholz, Yannik Lockner, Markus Dahlmanns, Tiandong Xi, Marcel Fey, Christian Brecher, Christian Hopmann, Klaus Wehrle
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Easing the Conscience with OPC UA: An Internet-Wide Study on Insecure Deployments
Due to increasing digitalization, formerly isolated industrial networks, e.g., for factory and process automation, move closer and …
Markus Dahlmanns, Johannes Lohmöller, Ina Berenice Fink, Jan Pennekamp, Klaus Wehrle, Martin Henze
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Assessing the Security of OPC UA Deployments
To address the increasing security demands of industrial deployments, OPC UA is one of the first industrial protocols explicitly …
Linus Roepert, Markus Dahlmanns, Ina Berenice Fink, Jan Pennekamp, Martin Henze
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Security Considerations for Collaborations in an Industrial IoT-based Lab of Labs
The productivity and sustainability advances for (smart) manufacturing resulting from (globally) interconnected Industrial IoT devices …
Jan Pennekamp, Markus Dahlmanns, Lars Gleim, Stefan Decker, Klaus Wehrle
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