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20212023
most citedA False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection

21 citations · 33 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CR20236 cited

SoK: Evaluations in Industrial Intrusion Detection Research

Olav Lamberts, Konrad Wolsing, Eric Wagner +4

Industrial systems are increasingly threatened by cyberattacks with potentially disastrous consequences. To counter such attacks, industrial intrusion detection systems strive to t…

cs.CR2023

Reputation Systems for Supply Chains: The Challenge of Achieving Privacy Preservation

Lennart Bader, Jan Pennekamp, Emildeon Thevaraj +3

Consumers frequently interact with reputation systems to rate products, services, and deliveries. While past research extensively studied different conceptual approaches to realize…

cs.CR2023

Poster: Accountable Processing of Reported Street Problems

Roman Matzutt, Jan Pennekamp, Klaus Wehrle

Municipalities increasingly depend on citizens to file digital reports about issues such as potholes or illegal trash dumps to improve their response time. However, the responsible…

cs.NI2023

Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead

Jan Pennekamp, Anastasiia Belova, Thomas Bergs +16

The Internet of Production (IoP) leverages concepts such as digital shadows, data lakes, and a World Wide Lab (WWL) to advance today's production. Consequently, it requires a techn…

cs.CR202221 cited

A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection

Dominik Kus, Eric Wagner, Jan Pennekamp +5

Anomaly-based intrusion detection promises to detect novel or unknown attacks on industrial control systems by modeling expected system behavior and raising corresponding alarms fo…

cs.CR20216 cited

Collaboration is not Evil: A Systematic Look at Security Research for Industrial Use

Jan Pennekamp, Erik Buchholz, Markus Dahlmanns +6

Following the recent Internet of Things-induced trends on digitization in general, industrial applications will further evolve as well. With a focus on the domains of manufacturing…