This file was created by the TYPO3 extension
bib
--- Timezone: CEST
Creation date: 2024-10-16
Creation time: 03-05-55
--- Number of references
5
inproceedings
2024-wolsing-deployment
Deployment Challenges of Industrial Intrusion Detection Systems
2024
9
With the escalating threats posed by cyberattacks on Industrial Control Systems (ICSs), the development of customized Industrial Intrusion Detection Systems (IIDSs) received significant attention in research. While existing literature proposes effective IIDS solutions evaluated in controlled environments, their deployment in real-world industrial settings poses several challenges. This paper highlights two critical yet often overlooked aspects that significantly impact their practical deployment, i.e., the need for sufficient amounts of data to train the IIDS models and the challenges associated with finding suitable hyperparameters, especially for IIDSs training only on genuine ICS data. Through empirical experiments conducted on multiple state-of-the-art IIDSs and diverse datasets, we establish the criticality of these issues in deploying IIDSs. Our findings show the necessity of extensive malicious training data for supervised IIDSs, which can be impractical considering the complexity of recording and labeling attacks in actual industrial environments. Furthermore, while other IIDSs circumvent the previous issue by requiring only benign training data, these can suffer from the difficulty of setting appropriate hyperparameters, which likewise can diminish their performance. By shedding light on these challenges, we aim to enhance the understanding of the limitations and considerations necessary for deploying effective cybersecurity solutions in ICSs, which might be one reason why IIDSs see few deployments.
Industrial Intrusion Detection Systems, Cyber-Physical
Systems, Industrial Control Systems, Deployment
https://arxiv.org/pdf/2403.01809
Springer
Proceedings of the 10th Workshop on the Security of Industrial Control Systems & of Cyber-Physical Systems
(CyberICPS '24), co-located with the the 29th European Symposium on Research in Computer Security (ESORICS '24)
Bydgoszcz, Poland
10th Workshop on the Security of Industrial Control Systems & of Cyber-Physical Systems (CyberICPS 2024)
September 16-20, 2024
accepted
English
1
KonradWolsing
EricWagner
FrederikBasels
PatrickWagner
KlausWehrle
inproceedings
2024-wagner-madtls
Madtls: Fine-grained Middlebox-aware End-to-end Security for Industrial Communication
2024
7
1
https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-wagner-madtls.pdf
ACM
19th ACM ASIA Conference on Computer and Communications Security (ACM AsiaCCS '24), Singapur
Singapur
ACM ASIA Conference on Computer and Communications Security (AsiaCCS)
July 1-5, 2024
10.1145/3634737.3637640
1
EricWagner
DavidHeye
MartinSerror
IkeKunze
KlausWehrle
MartinHenze
incollection
2024_pennekamp_blockchain-industry
Blockchain Technology Accelerating Industry 4.0
2024
3
7
105
531-564
Competitive industrial environments impose significant requirements on data sharing as well as the accountability and verifiability of related processes. Here, blockchain technology emerges as a possible driver that satisfies demands even in settings with mutually distrustful stakeholders. We identify significant benefits achieved by blockchain technology for Industry 4.0 but also point out challenges and corresponding design options when applying blockchain technology in the industrial domain. Furthermore, we survey diverse industrial sectors to shed light on the current intersection between blockchain technology and industry, which provides the foundation for ongoing as well as upcoming research. As industrial blockchain applications are still in their infancy, we expect that new designs and concepts will develop gradually, creating both supporting tools and groundbreaking innovations.
internet-of-production
Springer
Advances in Information Security
17
Blockchains – A Handbook on Fundamentals, Platforms and Applications
978-3-031-32145-0
10.1007/978-3-031-32146-7_17
1
JanPennekamp
LennartBader
EricWagner
JensHiller
RomanMatzutt
KlausWehrle
inproceedings
2024-wagner-acns-aggregate
When and How to Aggregate Message Authentication Codes on Lossy Channels?
2024
3
5
https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-wagner-mac-aggregation.pdf
22nd International Conference on Applied Cryptography and Network Security (ACNS '24), Abu Dhabi, UAE
Abu Dhabi, UAE
International Conference on Applied Cryptography and Network Security (ACNS)
March 5-9, 2024
accepted
1
EricWagner
MartinSerror
KlausWehrle
MartinHenze
article
2024_pennekamp_supply-chain-survey
An Interdisciplinary Survey on Information Flows in Supply Chains
ACM Computing Surveys
2024
2
1
56
2
Supply chains form the backbone of modern economies and therefore require reliable information flows. In practice, however, supply chains face severe technical challenges, especially regarding security and privacy. In this work, we consolidate studies from supply chain management, information systems, and computer science from 2010--2021 in an interdisciplinary meta-survey to make this topic holistically accessible to interdisciplinary research. In particular, we identify a significant potential for computer scientists to remedy technical challenges and improve the robustness of information flows. We subsequently present a concise information flow-focused taxonomy for supply chains before discussing future research directions to provide possible entry points.
information flows; data communication; supply chain management; data security; data sharing; systematic literature review
internet-of-production
https://www.comsys.rwth-aachen.de/fileadmin/papers/2024/2024-pennekamp-supply-chain-survey.pdf
ACM
0360-0300
10.1145/3606693
1
JanPennekamp
RomanMatzutt
ChristopherKlinkmüller
LennartBader
MartinSerror
EricWagner
SidraMalik
MariaSpiß
JessicaRahn
TanGürpinar
EduardVlad
Sander J. J.Leemans
Salil S.Kanhere
VolkerStich
KlausWehrle