% % This file was created by the TYPO3 extension % bib % --- Timezone: CET % Creation date: 2024-03-29 % Creation time: 13-01-17 % --- Number of references % 27 % @Inproceedings { 2022_kus_ensemble, title = {Poster: Ensemble Learning for Industrial Intrusion Detection}, year = {2022}, month = {12}, day = {8}, number = {RWTH-2022-10809}, abstract = {Industrial intrusion detection promises to protect networked industrial control systems by monitoring them and raising an alarm in case of suspicious behavior. Many monolithic intrusion detection systems are proposed in literature. These detectors are often specialized and, thus, work particularly well on certain types of attacks or monitor different parts of the system, e.g., the network or the physical process. Combining multiple such systems promises to leverage their joint strengths, allowing the detection of a wider range of attacks due to their diverse specializations and reducing false positives. We study this concept's feasibility with initial results of various methods to combine detectors.}, tags = {rfc}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-kus-ensemble-poster.pdf}, publisher = {RWTH Aachen University}, booktitle = {38th Annual Computer Security Applications Conference (ACSAC '22), December 5-9, 2022, Austin, TX, USA}, institution = {RWTH Aachen University}, event_place = {Austin, TX, USA}, event_name = {38th Annual Computer Security Applications Conference (ACSAC '22)}, event_date = {December 5-9, 2022}, DOI = {10.18154/RWTH-2022-10809}, reviewed = {1}, author = {Kus, Dominik and Wolsing, Konrad and Pennekamp, Jan and Wagner, Eric and Henze, Martin and Wehrle, Klaus} } @Inproceedings { 2022_pennekamp_cumul, title = {CUMUL \& Co: High-Impact Artifacts for Website Fingerprinting Research}, year = {2022}, month = {12}, day = {8}, number = {RWTH-2022-10811}, abstract = {Anonymous communication on the Internet is about hiding the relationship between communicating parties. At NDSS '16, we presented a new website fingerprinting approach, CUMUL, that utilizes novel features and a simple yet powerful algorithm to attack anonymization networks such as Tor. Based on pattern observation of data flows, this attack aims at identifying the content of encrypted and anonymized connections. Apart from the feature generation and the used classifier, we also provided a large dataset to the research community to study the attack at Internet scale. In this paper, we emphasize the impact of our artifacts by analyzing publications referring to our work with respect to the dataset, feature extraction method, and source code of the implementation. Based on this data, we draw conclusions about the impact of our artifacts on the research field and discuss their influence on related cybersecurity topics. Overall, from 393 unique citations, we discover more than 130 academic references that utilize our artifacts, 61 among them are highly influential (according to SemanticScholar), and at least 35 are from top-ranked security venues. This data underlines the significant relevance and impact of our work as well as of our artifacts in the community and beyond.}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-pennekamp-cumul-artifacts.pdf}, web_url = {https://www.acsac.org/2022/program/artifacts_competition/}, publisher = {ACSA}, booktitle = {Cybersecurity Artifacts Competition and Impact Award at 38th Annual Computer Security Applications Conference (ACSAC '22), December 5-9, 2022, Austin, TX, USA}, event_place = {Austin, TX, USA}, event_name = {38th Annual Computer Security Applications Conference (ACSAC '22)}, event_date = {December 5-9, 2022}, DOI = {10.18154/RWTH-2022-10811}, reviewed = {1}, author = {Pennekamp, Jan and Henze, Martin and Zinnen, Andreas and Lanze, Fabian and Wehrle, Klaus and Panchenko, Andriy} } @Inproceedings { 2022-wireless-anycast, title = {Harnessing Cooperative Anycast Communication for Increased Resilience in Wireless Control}, journal = {Proceedings of the 61st IEEE Conference on Decision and Control (CDC 2022)}, year = {2022}, month = {12}, tags = {reflexes}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-glebke-wireless-anycast.pdf}, publisher = {IEEE}, booktitle = {Proceedings of the 61st IEEE Conference on Decision and Control (CDC 2022)}, DOI = {10.1109/CDC51059.2022.9992864}, reviewed = {1}, author = {Glebke, Ren{\'e} and Scheiper, Jan and Lenz, Stefan and Stoffers, Mirko and Wehrle, Klaus} } @Inproceedings { 2022-serror-ccs-inside, title = {Poster: INSIDE - Enhancing Network Intrusion Detection in Power Grids with Automated Facility Monitoring}, year = {2022}, month = {11}, day = {7}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-serror-ccs-inside.pdf}, publisher = {ACM}, howpublished = {online}, booktitle = {Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security}, event_place = {Los Angeles, CA, USA}, event_date = {November 8, 2022}, DOI = {10.1145/3548606.3563500}, reviewed = {1}, author = {Serror, Martin and Bader, Lennart and Henze, Martin and Schwarze, Arne and N{\"u}rnberger, Kai} } @Inproceedings { 2022-kunze-coin-transport, title = {Evolving the End-to-End Transport Layer in Times of Emerging Computing In The Network (COIN)}, year = {2022}, month = {11}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-kunze-coin-transport.pdf}, booktitle = {Proceedings of the 1st Workshop on New IP and Beyond, co-located with the 30th IEEE International Conference on Network Protocols}, event_place = {Lexington, Kentucky, USA}, event_name = {1st Workshop on New IP and Beyond, co-located with the 30th IEEE International Conference on Network Protocols}, event_date = {30 October, 2022}, DOI = {10.1109/ICNP55882.2022.9940379}, reviewed = {1}, author = {Kunze, Ike and Trossen, Dirk and Wehrle, Klaus} } @Inproceedings { 2022-wolsing-ipal, title = {IPAL: Breaking up Silos of Protocol-dependent and Domain-specific Industrial Intrusion Detection Systems}, year = {2022}, month = {10}, day = {26}, abstract = {The increasing interconnection of industrial networks exposes them to an ever-growing risk of cyber attacks. To reveal such attacks early and prevent any damage, industrial intrusion detection searches for anomalies in otherwise predictable communication or process behavior. However, current efforts mostly focus on specific domains and protocols, leading to a research landscape broken up into isolated silos. Thus, existing approaches cannot be applied to other industries that would equally benefit from powerful detection. To better understand this issue, we survey 53 detection systems and find no fundamental reason for their narrow focus. Although they are often coupled to specific industrial protocols in practice, many approaches could generalize to new industrial scenarios in theory. To unlock this potential, we propose IPAL, our industrial protocol abstraction layer, to decouple intrusion detection from domain-specific industrial protocols. After proving IPAL’s correctness in a reproducibility study of related work, we showcase its unique benefits by studying the generalizability of existing approaches to new datasets and conclude that they are indeed not restricted to specific domains or protocols and can perform outside their restricted silos.}, url = {/fileadmin/papers/2022/2022-wolsing-ipal.pdf}, booktitle = {Proceedings of the 25th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2022)}, DOI = {10.1145/3545948.3545968}, reviewed = {1}, author = {Wolsing, Konrad and Wagner, Eric and Saillard, Antoine and Henze, Martin} } @Inproceedings { 2022-rechenberg-cim, title = {Guiding Ship Navigators through the Heavy Seas of Cyberattacks}, year = {2022}, month = {10}, keywords = {Maritime Cybersecurity, Intrusion Detection System, Integrated Bridge System, IEC 61162-450, NMEA 0183}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-rechenberg-guiding.pdf}, web_url = {https://zenodo.org/record/7148794}, publisher = {Zenodo}, booktitle = {European Workshop on Maritime Systems Resilience and Security (MARESEC 2022)}, event_place = {Bremerhaven, Germany}, DOI = {10.5281/zenodo.7148794}, reviewed = {1}, author = {von Rechenberg, Merlin and R{\"o}{\ss}ler, Nina and Schmidt, Mari and Wolsing, Konrad and Motz, Florian and Bergmann, Michael and Padilla, Elmar and Bauer, Jan} } @Article { 2022-jakobs-technologytransfer, title = {Too many or too few Standards Setters? Evidence from the Performance of Firms engaged in Standardization}, journal = {The Journal of Technology Transfer}, year = {2022}, month = {9}, day = {12}, abstract = {Theoretical models suggest that standardisation activities in the market may be too high or too low with respect to the market optimum. This paper investigates the association of standardisation engagement with firms'performance as indirect evidence of a sub-optimal level of market standardisation activities. Anecdotal evidence has it that firms can benefit from engagement in standardisation activities, but large quantitative studies on this topic are rather scarce. Based on a large innovation survey, this paper implements matching models to compare outcomes of firms with similar features but different standardisation activities. The outcomes of interest are several measures of innovation and growth. Standardisers and non-standardisers are matched onto a rich set of control variables. Firms engaged in standardisation have better innovation performance than firms with no such activities. However, the results for the performance measures are rather mixed, showing no association or negative association with labour productivity measures. Heteroscedasticity-based instruments mitigate possible endogeneity issues. These results can be interpreted as indirect evidence of low standardisation activity in the market, possibly due to long payback periods and appropriability issues of the standardisation investment.}, DOI = {10.1007/s10961-022-09951-z}, reviewed = {1}, author = {Riillo, Cesare Antonio Fabio and Jakobs, Kai} } @Inproceedings { 2022_lohmoeller_sovereignty, title = {On the Need for Strong Sovereignty in Data Ecosystems}, year = {2022}, month = {9}, day = {5}, volume = {3306}, pages = {51-63}, abstract = {Data ecosystems are the foundation of emerging data-driven business models as they (i) enable an automated exchange between their participants and (ii) provide them with access to huge and heterogeneous data sources. However, the corresponding benefits come with unforeseen risks as also sensitive information is potentially exposed. Consequently, data security is of utmost importance and, thus, a central requirement for the successful implementation of these ecosystems. Current initiatives, such as IDS and GAIA-X, hence foster sovereign participation via a federated infrastructure where participants retain local control. However, these designs place significant trust in remote infrastructure by mostly implementing organizational security measures such as certification processes prior to admission of a participant. At the same time, due to the sensitive nature of involved data, participants are incentivized to bypass security measures to maximize their own benefit: In practice, this issue significantly weakens sovereignty guarantees. In this paper, we hence claim that data ecosystems must be extended with technical means to reestablish such guarantees. To underpin our position, we analyze promising building blocks and identify three core research directions toward stronger data sovereignty, namely trusted remote policy enforcement, verifiable data tracking, and integration of resource-constrained participants. We conclude that these directions are critical to securely implement data ecosystems in data-sensitive contexts.}, tags = {internet-of-production}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-lohmoeller-deco.pdf}, publisher = {CEUR Workshop Proceedings}, booktitle = {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,}, event_place = {Sydney, Australia}, event_name = {International Workshop on Data Ecosystems (DEco '22)}, event_date = {September 5, 2022}, ISSN = {1613-0073}, reviewed = {1}, author = {Lohm{\"o}ller, Johannes and Pennekamp, Jan and Matzutt, Roman and Wehrle, Klaus} } @Article { 2022-henze-tii-prada, title = {Complying with Data Handling Requirements in Cloud Storage Systems}, journal = {IEEE Transactions on Cloud Computing}, year = {2022}, month = {9}, volume = {10}, number = {3}, pages = {1661-1674}, abstract = {In past years, cloud storage systems saw an enormous rise in usage. However, despite their popularity and importance as underlying infrastructure for more complex cloud services, today’s cloud storage systems do not account for compliance with regulatory, organizational, or contractual data handling requirements by design. Since legislation increasingly responds to rising data protection and privacy concerns, complying with data handling requirements becomes a crucial property for cloud storage systems. We present Prada , a practical approach to account for compliance with data handling requirements in key-value based cloud storage systems. To achieve this goal, Prada introduces a transparent data handling layer, which empowers clients to request specific data handling requirements and enables operators of cloud storage systems to comply with them. We implement Prada on top of the distributed database Cassandra and show in our evaluation that complying with data handling requirements in cloud storage systems is practical in real-world cloud deployments as used for microblogging, data sharing in the Internet of Things, and distributed email storage.}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-henze-tii-prada.pdf}, misc2 = {Online}, language = {en}, ISSN = {2168-7161}, DOI = {10.1109/TCC.2020.3000336}, reviewed = {1}, author = {Henze, Martin and Matzutt, Roman and Hiller, Jens and M{\"u}hmer, Erik and Ziegeldorf, Jan Henrik and van der Giet, Johannes and Wehrle, Klaus} } @Proceedings { 2022-wolsing-radarsec, title = {Network Attacks Against Marine Radar Systems: A Taxonomy, Simulation Environment, and Dataset}, year = {2022}, month = {9}, tags = {rfc}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-wolsing-radar.pdf}, publisher = {IEEE}, event_place = {Edmonton, Canada}, event_name = {47th IEEE Conference on Local Computer Networks (LCN)}, event_date = {September 26-29, 2022}, DOI = {10.1109/LCN53696.2022.9843801}, reviewed = {1}, author = {Wolsing, Konrad and Saillard, Antoine and Bauer, Jan and Wagner, Eric and van Sloun, Christian and Fink, Ina Berenice and Schmidt, Mari and Wehrle, Klaus and Henze, Martin} } @Inproceedings { 2022-wolsing-simple, title = {Can Industrial Intrusion Detection Be SIMPLE?}, year = {2022}, month = {9}, volume = {978-3-031-17143-7}, pages = {574--594}, abstract = {Cyberattacks against industrial control systems pose a serious risk to the safety of humans and the environment. Industrial intrusion detection systems oppose this threat by continuously monitoring industrial processes and alerting any deviations from learned normal behavior. To this end, various streams of research rely on advanced and complex approaches, i.e., artificial neural networks, thus achieving allegedly high detection rates. However, as we show in an analysis of 70 approaches from related work, their inherent complexity comes with undesired properties. For example, they exhibit incomprehensible alarms and models only specialized personnel can understand, thus limiting their broad applicability in a heterogeneous industrial domain. Consequentially, we ask whether industrial intrusion detection indeed has to be complex or can be SIMPLE instead, i.e., Sufficient to detect most attacks, Independent of hyperparameters to dial-in, Meaningful in model and alerts, Portable to other industrial domains, Local to a part of the physical process, and computationally Efficient. To answer this question, we propose our design of four SIMPLE industrial intrusion detection systems, such as simple tests for the minima and maxima of process values or the rate at which process values change. Our evaluation of these SIMPLE approaches on four state-of-the-art industrial security datasets reveals that SIMPLE approaches can perform on par with existing complex approaches from related work while simultaneously being comprehensible and easily portable to other scenarios. Thus, it is indeed justified to raise the question of whether industrial intrusion detection needs to be inherently complex.}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-wolsing-simple.pdf}, editor = {Atluri, Vijayalakshmi and Di Pietro, Roberto and Jensen, Christian D. and Meng, Weizhi}, publisher = {Springer Nature Switzerland}, booktitle = {Proceedings of the 27th European Symposium on Research in Computer Security (ESORICS '22), September 26-30, 2022, Copenhagen, Denmark}, event_place = {Copenhagen, Denmark}, event_name = {27th European Symposium on Research in Computer Security (ESORICS)}, event_date = {September 26-30, 2022}, DOI = {10.1007/978-3-031-17143-7_28}, reviewed = {1}, author = {Wolsing, Konrad and Thiemt, Lea and van Sloun, Christian and Wagner, Eric and Wehrle, Klaus and Henze, Martin} } @Proceedings { 2022-serror-cset, title = {PowerDuck: A GOOSE Data Set of Cyberattacks in Substations}, year = {2022}, month = {8}, day = {8}, pages = {5}, keywords = {data sets, network traffic, smart grid security, IDS}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-serror-cset-powerduck.pdf}, publisher = {ACM}, address = {New York, NY, USA}, howpublished = {online}, event_place = {Virtual}, event_name = {Cyber Security Experimentation and Test Workshop (CSET 2022)}, event_date = {August 8, 2022}, ISBN = {978-1-4503-9684-4/22/08}, DOI = {10.1145/3546096.3546102}, reviewed = {1}, author = {Zemanek, Sven and Hacker, Immanuel and Wolsing, Konrad and Wagner, Eric and Henze, Martin and Serror, Martin} } @Inproceedings { 2022-sander-h3-prio-hol, title = {Analyzing the Influence of Resource Prioritization on HTTP/3 HOL Blocking and Performance}, year = {2022}, month = {6}, day = {27}, tags = {legato}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-sander-h3-prio-hol.pdf}, web_url2 = {https://tma.ifip.org/2022/wp-content/uploads/sites/11/2022/06/tma2022-paper28.pdf}, publisher = {IFIP}, booktitle = {Proceedings of the Network Traffic Measurement and Analysis Conference (TMA '22)}, event_place = {Enschede}, event_name = {Network Traffic Measurement and Analysis Conference}, event_date = {27.06.22-30.06.22}, ISBN = {978-3-903176-47-8}, reviewed = {1}, author = {Sander, Constantin and Kunze, Ike and Wehrle, Klaus} } @Inproceedings { 2022-schemmel-kdalloc, title = {A Deterministic Memory Allocator for Dynamic Symbolic Execution}, year = {2022}, month = {6}, tags = {safe}, url = {https://drops.dagstuhl.de/opus/volltexte/2022/16237/pdf/LIPIcs-ECOOP-2022-9.pdf}, booktitle = {European Conference on Object-Oriented Programming (ECOOP 2022)}, DOI = {10.4230/LIPIcs.ECOOP.2022.9}, reviewed = {1}, author = {Schemmel, Daniel and B{\"u}ning, Julian and Busse, Frank and Nowack, Martin and Cadar, Cristian} } @Inproceedings { 2022_dahlmanns_tlsiiot, title = {Missed Opportunities: Measuring the Untapped TLS Support in the Industrial Internet of Things}, year = {2022}, month = {5}, day = {31}, pages = {252-266}, abstract = {The ongoing trend to move industrial appliances from previously isolated networks to the Internet requires fundamental changes in security to uphold secure and safe operation. Consequently, to ensure end-to-end secure communication and authentication, (i) traditional industrial protocols, e.g., Modbus, are retrofitted with TLS support, and (ii) modern protocols, e.g., MQTT, are directly designed to use TLS. To understand whether these changes indeed lead to secure Industrial Internet of Things deployments, i.e., using TLS-based protocols, which are configured according to security best practices, we perform an Internet-wide security assessment of ten industrial protocols covering the complete IPv4 address space. Our results show that both, retrofitted existing protocols and newly developed secure alternatives, are barely noticeable in the wild. While we find that new protocols have a higher TLS adoption rate than traditional protocols (7.2 \% vs. 0.4 \%), the overall adoption of TLS is comparably low (6.5 \% of hosts). Thus, most industrial deployments (934,736 hosts) are insecurely connected to the Internet. Furthermore, we identify that 42 \% of hosts with TLS support (26,665 hosts) show security deficits, e.g., missing access control. Finally, we show that support in configuring systems securely, e.g., via configuration templates, is promising to strengthen security.}, keywords = {industrial communication; network security; security configuration}, tags = {internet-of-production, rfc}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-dahlmanns-asiaccs.pdf}, publisher = {ACM}, booktitle = {Proceedings of the 2022 ACM Asia Conference on Computer and Communications Security (ASIACCS '22), May 30-June 3, 2022, Nagasaki, Japan}, event_place = {Nagasaki, Japan}, event_name = {ASIACCS '22}, event_date = {May 30-June 3, 2022}, ISBN = {978-1-4503-9140-5/22/05}, DOI = {10.1145/3488932.3497762}, reviewed = {1}, author = {Dahlmanns, Markus and Lohm{\"o}ller, Johannes and Pennekamp, Jan and Bodenhausen, J{\"o}rn and Wehrle, Klaus and Henze, Martin} } @Inproceedings { 2022_kus_iids_generalizability, title = {A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection}, year = {2022}, month = {5}, day = {30}, pages = {73-84}, abstract = {Anomaly-based intrusion detection promises to detect novel or unknown attacks on industrial control systems by modeling expected system behavior and raising corresponding alarms for any deviations. As manually creating these behavioral models is tedious and error-prone, research focuses on machine learning to train them automatically, achieving detection rates upwards of 99 \%. However, these approaches are typically trained not only on benign traffic but also on attacks and then evaluated against the same type of attack used for training. Hence, their actual, real-world performance on unknown (not trained on) attacks remains unclear. In turn, the reported near-perfect detection rates of machine learning-based intrusion detection might create a false sense of security. To assess this situation and clarify the real potential of machine learning-based industrial intrusion detection, we develop an evaluation methodology and examine multiple approaches from literature for their performance on unknown attacks (excluded from training). Our results highlight an ineffectiveness in detecting unknown attacks, with detection rates dropping to between 3.2 \% and 14.7 \% for some types of attacks. Moving forward, we derive recommendations for further research on machine learning-based approaches to ensure clarity on their ability to detect unknown attacks.}, keywords = {anomaly detection; machine learning; industrial control system}, tags = {internet-of-production, rfc}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-kus-iids-generalizability.pdf}, publisher = {ACM}, booktitle = {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}, ISBN = {978-1-4503-9176-4/22/05}, DOI = {10.1145/3494107.3522773}, reviewed = {1}, author = {Kus, Dominik and Wagner, Eric and Pennekamp, Jan and Wolsing, Konrad and Fink, Ina Berenice and Dahlmanns, Markus and Wehrle, Klaus and Henze, Martin} } @Inproceedings { WagnerSWH2022, title = {BP-MAC: Fast Authentication for Short Messages}, year = {2022}, month = {5}, day = {18}, pages = {201-206}, url = {/fileadmin/papers/2022/2022-wagner-bpmac.pdf}, publisher = {ACM}, booktitle = {Proceedings of the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22)}, event_place = {San Antonio, Texas, USA}, event_name = {15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22)}, ISBN = {978-1-4503-9216-7/22/05}, DOI = {10.1145/3507657.3528554}, reviewed = {1}, author = {Wagner, Eric and Serror, Martin and Wehrle, Klaus and Henze, Martin} } @Inproceedings { WagnerBH2022, title = {Take a Bite of the Reality Sandwich: Revisiting the Security of Progressive Message Authentication Codes}, year = {2022}, month = {5}, day = {18}, pages = {207-221}, url = {/fileadmin/papers/2022/2022-wagner-r2d2.pdf}, publisher = {ACM}, booktitle = {Proceedings of the 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22)}, event_place = {San Antonio, Texas, USA}, event_name = {15th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '22)}, ISBN = {978-1-4503-9216-7/22/05}, DOI = {10.1145/3507657.3528539}, reviewed = {1}, author = {Wagner, Eric and Bauer, Jan and Henze, Martin} } @Inproceedings { 2022_wagner_ccchain, title = {Scalable and Privacy-Focused Company-Centric Supply Chain Management}, year = {2022}, month = {5}, day = {4}, abstract = {Blockchain technology promises to overcome trust and privacy concerns inherent to centralized information sharing. However, current decentralized supply chain management systems do either not meet privacy and scalability requirements or require a trustworthy consortium, which is challenging for increasingly dynamic supply chains with constantly changing participants. In this paper, we propose CCChain, a scalable and privacy-aware supply chain management system that stores all information locally to give companies complete sovereignty over who accesses their data. Still, tamper protection of all data through a permissionless blockchain enables on-demand tracking and tracing of products as well as reliable information sharing while affording the detection of data inconsistencies. Our evaluation confirms that CCChain offers superior scalability in comparison to alternatives while also enabling near real-time tracking and tracing for many, less complex products.}, keywords = {supply chain management; blockchain; permissionless; deployment; tracing and tracking; privacy}, tags = {internet-of-production}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-wagner-ccchain.pdf}, publisher = {IEEE}, booktitle = {Proceedings of the 2022 IEEE International Conference on Blockchain and Cryptocurrency (ICBC '22), May 2-5, 2022, Shanghai, China}, event_place = {Shanghai, China}, event_date = {May 2-5, 2022}, ISBN = {978-1-6654-9538-7/22}, DOI = {10.1109/ICBC54727.2022.9805503}, reviewed = {1}, author = {Wagner, Eric and Matzutt, Roman and Pennekamp, Jan and Bader, Lennart and Bajelidze, Irakli and Wehrle, Klaus and Henze, Martin} } @Inproceedings { 2022_matzutt_redactchain, title = {A Moderation Framework for the Swift and Transparent Removal of Illicit Blockchain Content}, year = {2022}, month = {5}, day = {3}, abstract = {Blockchains gained tremendous attention for their capability to provide immutable and decentralized event ledgers that can facilitate interactions between mutually distrusting parties. However, precisely this immutability and the openness of permissionless blockchains raised concerns about the consequences of illicit content being irreversibly stored on them. Related work coined the notion of redactable blockchains, which allow for removing illicit content from their history without affecting the blockchain's integrity. While honest users can safely prune identified content, current approaches either create trust issues by empowering fixed third parties to rewrite history, cannot react quickly to reported content due to using lengthy public votings, or create large per-redaction overheads. In this paper, we instead propose to outsource redactions to small and periodically exchanged juries, whose members can only jointly redact transactions using chameleon hash functions and threshold cryptography. Multiple juries are active at the same time to swiftly redact reported content. They oversee their activities via a global redaction log, which provides transparency and allows for appealing and reversing a rogue jury's decisions. Hence, our approach establishes a framework for the swift and transparent moderation of blockchain content. Our evaluation shows that our moderation scheme can be realized with feasible per-block and per-redaction overheads, i.e., the redaction capabilities do not impede the blockchain's normal operation.}, keywords = {redactable blockchain; illicit content; chameleon hash functions; threshold cryptography}, tags = {mynedata; impact-digital; digital-campus}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-matzutt-redactchain.pdf}, publisher = {IEEE}, booktitle = {Proceedings of the 2022 IEEE International Conference on Blockchain and Cryptocurrency (ICBC '22), May 2-5, 2022, Shanghai, China}, event_place = {Shanghai, China}, event_date = {May 2-5, 2022}, ISBN = {978-1-6654-9538-7/22}, DOI = {10.1109/ICBC54727.2022.9805508}, reviewed = {1}, author = {Matzutt, Roman and Ahlrichs, Vincent and Pennekamp, Jan and Karwacik, Roman and Wehrle, Klaus} } @Article { 2022_brauner_iop, title = {A Computer Science Perspective on Digital Transformation in Production}, journal = {ACM Transactions on Internet of Things}, year = {2022}, month = {5}, day = {1}, volume = {3}, number = {2}, abstract = {The Industrial Internet-of-Things (IIoT) promises significant improvements for the manufacturing industry by facilitating the integration of manufacturing systems by Digital Twins. However, ecological and economic demands also require a cross-domain linkage of multiple scientific perspectives from material sciences, engineering, operations, business, and ergonomics, as optimization opportunities can be derived from any of these perspectives. To extend the IIoT to a true Internet of Production, two concepts are required: first, a complex, interrelated network of Digital Shadows which combine domain-specific models with data-driven AI methods; and second, the integration of a large number of research labs, engineering, and production sites as a World Wide Lab which offers controlled exchange of selected, innovation-relevant data even across company boundaries. In this article, we define the underlying Computer Science challenges implied by these novel concepts in four layers: Smart human interfaces provide access to information that has been generated by model-integrated AI. Given the large variety of manufacturing data, new data modeling techniques should enable efficient management of Digital Shadows, which is supported by an interconnected infrastructure. Based on a detailed analysis of these challenges, we derive a systematized research roadmap to make the vision of the Internet of Production a reality.}, keywords = {Internet of Production; World Wide Lab; Digital Shadows; Industrial Internet of Things}, tags = {internet-of-production}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-brauner-digital-transformation.pdf}, publisher = {ACM}, ISSN = {2691-1914}, DOI = {10.1145/3502265}, reviewed = {1}, author = {Brauner, Philipp and Dalibor, Manuela and Jarke, Matthias and Kunze, Ike and Koren, Istv{\'a}n and Lakemeyer, Gerhard and Liebenberg, Martin and Michael, Judith and Pennekamp, Jan and Quix, Christoph and Rumpe, Bernhard and van der Aalst, Wil and Wehrle, Klaus and Wortmann, Andreas and Ziefle, Martina} } @Techreport { draft-irtf-coinrg-use-cases-02, title = {Use Cases for In-Network Computing}, year = {2022}, month = {3}, number = {draft-irtf-coinrg-use-cases-02}, note = {expires: 8 September 2022 (work in progress)}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/draft-irtf-coinrg-use-cases-02.pdf}, web_url = {https://datatracker.ietf.org/doc/draft-irtf-coinrg-use-cases/}, misc2 = {Online}, publisher = {IETF Trust}, series = {Internet Drafts}, organization = {Internet Engineering Task Force}, institution = {Internet Engineering Task Force}, author = {Kunze, Ike and Wehrle, Klaus and Trossen, Dirk and Montpetit, Marie-Jos{\'e} and de Foy, Xavier and Griffin, David and Rio, Miguel} } @Article { 2022-wolsing-aistracks, title = {Anomaly Detection in Maritime AIS Tracks: A Review of Recent Approaches}, journal = {Journal of Marine Science and Engineering}, year = {2022}, month = {1}, day = {14}, volume = {10}, number = {1}, abstract = {The automatic identification system (AIS) was introduced in the maritime domain to increase the safety of sea traffic. AIS messages are transmitted as broadcasts to nearby ships and contain, among others, information about the identification, position, speed, and course of the sending vessels. AIS can thus serve as a tool to avoid collisions and increase onboard situational awareness. In recent years, AIS has been utilized in more and more applications since it enables worldwide surveillance of virtually any larger vessel and has the potential to greatly support vessel traffic services and collision risk assessment. Anomalies in AIS tracks can indicate events that are relevant in terms of safety and also security. With a plethora of accessible AIS data nowadays, there is a growing need for the automatic detection of anomalous AIS data. In this paper, we survey 44 research articles on anomaly detection of maritime AIS tracks. We identify the tackled AIS anomaly types, assess their potential use cases, and closely examine the landscape of recent AIS anomaly research as well as their limitations.}, keywords = {automatic identification system; AIS; anomaly detection; maritime safety; maritime security; maritime surveillance}, url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-wolsing-aistracks.pdf}, web_url = {https://www.mdpi.com/2077-1312/10/1/112}, language = {en}, DOI = {10.3390/jmse10010112}, reviewed = {1}, author = {Wolsing, Konrad and Roepert, Linus and Bauer, Jan and Wehrle, Klaus} } @Article { 2022-jakobs-ieeetem, title = {Luring European SMEs into ICT Standardization–Problems, Issues, and a Potential Way Forward}, journal = {IEEE Transactions on Engineering Management}, year = {2022}, pages = {1-12}, abstract = {Common standards are essential for Information and Communication Technologies (ICT). Several studies suggest that (almost) all standardization working groups (WGs) are dominated by large firms and small and medium-sized enterprises (SMEs) and are typically marginalized. However, SMEs account for around 99\% of all enterprises in the EU; their active participation in the standardization process would thus be crucial to develop ICT standards that meet the needs of the vast majority of their users. This article first discusses the current situation of SMEs in ICT standardization and the associated issues. Second, it conducts an econometric analysis to investigate the drivers of the use of ICT standards and engagement in ICT standardization based on a large and representative survey from Luxembourg. Regardless of their size, firms that actually and consciously deploy ICT standards in their core business are much more prepared to participate in standards-setting actively than those that do not. The article also proposes a way to exploit this correlation. The resulting implications for standards-setting organizations and policymakers are discussedn.}, DOI = {10.1109/TEM.2022.3226121}, reviewed = {1}, author = {Riillo, Cesare Antonio Fabio and Jakobs, Kai} } @Proceedings { 2022-jakobs-euras, title = {Proceedings of the 26th EURAS Annual Standardisation Conference - Standardisation and Open Source}, year = {2022}, volume = {17}, editor = {Kai Jakobs}, publisher = {Mainz Publishers}, series = {EURAS Contributions to Standardisation Research}, event_place = {Glasgow}, event_name = {26th EURAS Annual Standardisation Conference}, event_date = {June 8-10 2022}, ISBN = {978-3-95886-446-7}, author = {Jakobs, Kai} } @Inproceedings { lorenz-ven2us-2022, title = {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}, year = {2022}, abstract = {Power grids are increasingly faced with the introduction of decentralized, highly volatile power supplies from renewable energies and high loads occurring from e-mobility. However, today’s static grid protection cannot manage all upcoming conditions while providing a high level of dependability and security. It forms a bottleneck of a future decarbonizing grid development. In our research project, we develop and verify an adaptive grid protection algorithm. It calculates situation dependent protection parameters for the event of power flow shifts and topology changes caused by volatile power supplies due to the increase of renewable generation and the rapid expansion of e-mobility. As a result the distribution grid can be operated with the optimally adapted protection parameters and functions for changing operating states. To safely adjust the values on protection hardware in the field, i.e., safe from hardware failures and cyberattacks, we research resilient and secure communication concepts for the adaptive and interconnected grid protection system. Finally, we validate our concept and system by demonstrations in the laboratory and field tests.}, tags = {ven2us}, booktitle = {Proceedings of the CIRED workshop on E-mobility and power distribution systems 2022, June 2-3, 2022, Porto, Portugal}, event_place = {Porto}, event_name = {CIRED workshop on E-mobility and power distribution systems 2022}, event_date = {June 2-3, 2022}, DOI = {10.1049/icp.2022.0768}, reviewed = {1}, author = {Lorenz, Matthias and Pletzer, Tobias Markus and Schuhmacher, Malte and Sowa, Torsten and Dahms, Michael and Stock, Simon and Babazadeh, Davood and Becker, Christian and Jaeger, Johann and Lorz, Tobias and Dahlmanns, Markus and Fink, Ina Berenice and Wehrle, Klaus and Ulbig, Andreas and Linnartz, Philipp and Selimaj, Antigona and Offergeld, Thomas} }