Yekta, A.R., Spychalski, D., Yekta, C., Heinrich, M., Krauß, C., und Katzenbeisser, S. 2026. Towards a Holistic and Multi-modal Vehicle Security Monitoring. Critical Information Infrastructures Security, Springer Nature Switzerland, 143–162.
Cite
@inproceedings{yekta2026holisticmulti-modal,
author = {Yekta, Ali Recai and Spychalski, Dominik and Yekta, Cenk and Heinrich, Markus and Krau{\ss}, Christoph and Katzenbeisser, Stefan},
editor = {Bergstr{\"o}m, Erik and H{\"a}mmerli, Bernhard and Kitkowska, Agnieszka and K{\"a}vrestad, Joakim},
title = {Towards a Holistic and Multi-modal Vehicle Security Monitoring},
booktitle = {Critical Information Infrastructures Security},
year = {2026},
publisher = {Springer Nature Switzerland},
address = {Cham},
pages = {143--162},
isbn = {978-3-032-19540-1}
}
Yekta, A., Loza, N., Gramm, J., Schneider, M., und Katzenbeisser, S. 2025. From ECU to VSOC: UDS Security Monitoring Strategies. .
Cite
@article{yekta2025ecutovsoc,
author = {Yekta, Ali and Loza, Nicolas and Gramm, Jens and Schneider, Michael and Katzenbeisser, Stefan},
year = {2025},
month = oct,
title = {From ECU to VSOC: UDS Security Monitoring Strategies},
doi = {10.48550/arXiv.2510.25375}
}
Spychalski, D., Heinrich, M., Yekta, A.R., Gramm, J., und Isbarn, A. 2025. Multi-modales Intrusion Detection System: Angriffserkennung für Mobilitätssysteme. Signal + Draht (117) 3, 38–45.
Cite
@article{spychalski2025multi-modal_de,
author = {Spychalski, Dominik and Heinrich, Markus and Yekta, Ali Recai and Gramm, Jens and Isbarn, Andreas},
title = {{Multi-modales Intrusion Detection System: Angriffserkennung für Mobilitätssysteme}},
journal = {Signal + Draht},
pages = {38--45},
number = {(117) 3},
publisher = {DVV Media Group},
month = mar,
year = {2025},
url = {https://finesse-security.com/assets/files/SD_003_25_FINESSE.pdf}
}
Spychalski, D., Heinrich, M., Yekta, A.R., Gramm, J., und Isbarn, A. 2025. Multi-modal intrusion detection system: attack detection for mobility systems. Signal + Draht (117) 3, 38–45.
Cite
@article{spychalski2025multi-modal_en,
author = {Spychalski, Dominik and Heinrich, Markus and Yekta, Ali Recai and Gramm, Jens and Isbarn, Andreas},
title = {{Multi-modal intrusion detection system: attack detection for mobility systems}},
journal = {Signal + Draht},
pages = {38--45},
number = {(117) 3},
publisher = {DVV Media Group},
month = mar,
year = {2025},
url = {https://finesse-security.com/assets/files/SD_003_25_FINESSE.pdf}
}
Cite
@inproceedings{unger2025srss24,
title = {Hardware-basierte Sicherung von Eisenbahn-Intrusion-Detection-Systemen},
booktitle = {Scientific Railway Signalling Symposium 2024. Einfach Fahren! – Digitale Transformation im Spannungsfeld Automatisierung, europäische Standardisierung und schneller Rollout},
url = {https://tuprints.ulb.tu-darmstadt.de/handle/tuda/13264},
doi = {https://doi.org/10.26083/tuprints-00029395},
author = {Unger, Simon and Katzenbeisser, Stefan},
editor = {Milius, Birgit and Oetting, AndreasEditors},
year = {2025}
}
Yekta, A.R., Loza, N., Gramm, J., Schneider, M.P., und Katzenbeisser, S. 2025. UDS Attack Taxonomy: Systematic Classification of Vehicle Diagnostic Threats. 2025 IEEE Conference on Communications and Network Security (CNS), 1–8.
Cite
@inproceedings{yekta2025uds,
author = {Yekta, Ali Recai and Loza, Nicolas and Gramm, Jens and Schneider, Michael Peter and Katzenbeisser, Stefan},
booktitle = {2025 IEEE Conference on Communications and Network Security (CNS)},
title = {UDS Attack Taxonomy: Systematic Classification of Vehicle Diagnostic Threats},
year = {2025},
volume = {},
number = {},
pages = {1-8},
keywords = {Industries;Protocols;Systematics;Connected vehicles;Taxonomy;Network security;Maintenance;Computer security;Monitoring;Automotive engineering;UDS;Diagnostics;Security;Taxonomy},
doi = {10.1109/CNS66487.2025.11195020}
}
Unger, S., Gebauer, S., und Katzenbeisser, S. 2025. Non-Restrictive Hardware-Based Trust in Embedded High-Level Operating Systems. 2025 IEEE 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 540–547.
Cite
@inproceedings{unger2025nonrestrictivetrust,
author = {Unger, Simon and Gebauer, Sven and Katzenbeisser, Stefan},
booktitle = {2025 IEEE 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)},
title = {Non-Restrictive Hardware-Based Trust in Embedded High-Level Operating Systems},
year = {2025},
volume = {},
number = {},
pages = {540-547},
keywords = {Trusted computing;Embedded systems;Computer architecture;Hardware;Software;Security;Reliability;Protection;Usability;Secure storage;Hardware-based Trust;TPM-based Security;Non-Restrictive Security Mechanisms;Rollback Protection;Measured Boot},
doi = {10.1109/Trustcom66490.2025.00066}
}
Spychalski, D., Erbs, N., und Yekta, A.R. 2024. AI on rails – steering the digital transformation of railway operations. Signal + Draht (116) 4, 15–21.
Cite
@article{spychalski2024ai,
author = {Spychalski, Dominik and Erbs, Nicolai and Yekta, Ali Recai},
title = {{AI on rails – steering the digital transformation of railway operations}},
journal = {Signal + Draht},
pages = {15--21},
number = {(116) 4},
publisher = {DVV Media Group},
month = apr,
year = {2024},
url = {https://finesse-security.com/assets/files/2024-04_Spychalski_etal.pdf}
}
Spychalski, D., Erbs, N., und Yekta, A.R. 2024. KI auf Schienen – Beschleunigung der digitalen Transformation des Bahnbetriebs. Signal + Draht (116) 4, 15–21.
Cite
@article{spychalski2024ki,
author = {Spychalski, Dominik and Erbs, Nicolai and Yekta, Ali Recai},
title = {{KI auf Schienen – Beschleunigung der digitalen Transformation des Bahnbetriebs}},
journal = {Signal + Draht},
pages = {15--21},
number = {(116) 4},
publisher = {DVV Media Group},
month = apr,
year = {2024},
url = {https://finesse-security.com/assets/files/2024-04_Spychalski_etal.pdf}
}
Fenzl, F., Stancke, J., Plappert, C., u. a. 2024. SecPol: Enabling Security Policy Control in Vehicle Networks using Intrusion Detection and Hardware Trust. Proceedings of the 2024 Cyber Security in CarS Workshop, Association for Computing Machinery, 25–38.
Cite
@inproceedings{fenzl2024secpol,
author = {Fenzl, Florian and Stancke, Jonathan and Plappert, Christian and Rieke, Roland and Gail, Felix and Dimitrakos, Theo and Joumaa, Hussein},
title = {SecPol: Enabling Security Policy Control in Vehicle Networks using Intrusion Detection and Hardware Trust},
year = {2024},
isbn = {9798400712326},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3689936.3694697},
doi = {10.1145/3689936.3694697},
booktitle = {Proceedings of the 2024 Cyber Security in CarS Workshop},
pages = {25–38},
numpages = {14},
location = {Salt Lake City, UT, USA},
series = {CSCS '24}
}
Gail, F., Rieke, R., Fenzl, F., und Krauß, C. 2023. Evaluation of Decision Tree-Based Rule Derivation for Intrusion Detection in Automotive Ethernet. 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 1392–1399.
Cite
@inproceedings{10538618,
author = {Gail, Felix and Rieke, Roland and Fenzl, Florian and Krauß, Christoph},
title = {Evaluation of Decision Tree-Based Rule Derivation for Intrusion Detection in Automotive Ethernet},
booktitle = {2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)},
year = {2023},
pages = {1392-1399},
keywords = {Privacy;Protocols;Ethernet;Particle measurements;Generators;Security;Decision trees;Security of Connected Vehicles;Intrusion Detection;Automated Rule Generation;Machine Learning;Anomaly Detection;Decision Trees;Automotive Ethernet},
doi = {10.1109/TrustCom60117.2023.00190},
issn = {2324-9013},
month = nov
}
Gail, F.C., Rieke, R., und Fenzl, F. 2023. RulEth: Genetic Programming-Driven Derivation of Security Rules for Automotive Ethernet. Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, Springer Nature Switzerland, 192–209.
Cite
@inproceedings{10.1007/978-3-031-43430-3_12,
author = {Gail, Felix Clemens and Rieke, Roland and Fenzl, Florian},
title = {RulEth: Genetic Programming-Driven Derivation of Security Rules for Automotive Ethernet},
editor = {De Francisci Morales, Gianmarco and Perlich, Claudia and Ruchansky, Natali and Kourtellis, Nicolas and Baralis, Elena and Bonchi, Francesco},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track},
year = {2023},
publisher = {Springer Nature Switzerland},
address = {Cham},
pages = {192--209},
isbn = {978-3-031-43430-3}
}
Plappert, C., Jäger, L., Irrgang, A., und Potluri, C. 2023. Secure Multi-User Contract Certificate Management for ISO 15118-20 Using Hardware Identities. Proceedings of the 18th International Conference on Availability, Reliability and Security, Association for Computing Machinery.
Cite
@inproceedings{10.1145/3600160.3605165,
author = {Plappert, Christian and J\"{a}ger, Lukas and Irrgang, Alexander and Potluri, Chandrasekhar},
title = {Secure Multi-User Contract Certificate Management for ISO 15118-20 Using Hardware Identities},
year = {2023},
isbn = {9798400707728},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3600160.3605165},
doi = {10.1145/3600160.3605165},
booktitle = {Proceedings of the 18th International Conference on Availability, Reliability and Security},
articleno = {54},
numpages = {11},
keywords = {multi-factor authentication, electric charging, automotive security, TPM, ISO 15118-20},
location = {Benevento, Italy},
series = {ARES '23}
}
Plappert, C. und Fuchs, A. 2023. Secure and Lightweight Over-the-Air Software Update Distribution for Connected Vehicles. Proceedings of the 39th Annual Computer Security Applications Conference, Association for Computing Machinery, 268–282.
Cite
@inproceedings{10.1145/3627106.3627135,
author = {Plappert, Christian and Fuchs, Andreas},
title = {Secure and Lightweight Over-the-Air Software Update Distribution for Connected Vehicles},
year = {2023},
isbn = {9798400708862},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3627106.3627135},
doi = {10.1145/3627106.3627135},
booktitle = {Proceedings of the 39th Annual Computer Security Applications Conference},
pages = {268–282},
numpages = {15},
keywords = {OTA, Trusted Platform Module (TPM) 2.0, UNECE regulations 155 and 156, Uptane, automotive software update, connected car, trusted computing},
location = {Austin, TX, USA},
series = {ACSAC '23}
}
Plappert, C. und Fuchs, A. 2023. Secure and Lightweight ECU Attestations for Resilient Over-the-Air Updates in Connected Vehicles. Proceedings of the 39th Annual Computer Security Applications Conference, Association for Computing Machinery, 283–297.
Cite
@inproceedings{10.1145/3627106.3627202,
author = {Plappert, Christian and Fuchs, Andreas},
title = {Secure and Lightweight ECU Attestations for Resilient Over-the-Air Updates in Connected Vehicles},
year = {2023},
isbn = {9798400708862},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3627106.3627202},
doi = {10.1145/3627106.3627202},
booktitle = {Proceedings of the 39th Annual Computer Security Applications Conference},
pages = {283–297},
numpages = {15},
keywords = {OTA, Trusted Platform Module (TPM) 2.0, UNECE regulations 155 and 156, Uptane, automotive software update, connected car, trusted computing},
location = {Austin, TX, USA},
series = {ACSAC '23}
}
Yekta, A.R., Spychalski, D., Yekta, E., Yekta, C., und Katzenbeisser, S. 2023. VATT&EK: Formalization of Cyber Attacks on Intelligent Transport Systems - a TTP based approach for Automotive and Rail. Proceedings of the 7th ACM Computer Science in Cars Symposium, Association for Computing Machinery.
Cite
@inproceedings{10.1145/3631204.3631867,
author = {Yekta, Ali Recai and Spychalski, Dominik and Yekta, Erhan and Yekta, Cenk and Katzenbeisser, Stefan},
title = {VATT&EK: Formalization of Cyber Attacks on Intelligent Transport Systems - a TTP based approach for Automotive and Rail},
year = {2023},
isbn = {9798400704543},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
doi = {10.1145/3631204.3631867},
booktitle = {Proceedings of the 7th ACM Computer Science in Cars Symposium},
articleno = {8},
numpages = {17},
keywords = {Automotive Security, Cyber-Physical Systems Security, Intelligent Transport Systems, MITRE ATT&CK, Rail Security, TARA, TTP, Vehicle Cyber Attack Formalization Framework},
location = {Darmstadt, Germany},
series = {CSCS '23}
}
Freund, M. 2023. Using Machine Learning for Intrusion Detection in a combined Car and Train Monitoring System. https://osm.hpi.de/bookshelf/Details/558.
Cite
@mastersthesis{freund2023using,
author = {Freund, Mario},
title = {{Using Machine Learning for Intrusion Detection in a combined Car and Train Monitoring System}},
school = {Hasso Plattner Institute at University of Potsdam},
year = {2023},
type = {mathesis},
url = {https://osm.hpi.de/bookshelf/Details/558}
}
Plappert, C., Lorych, D., Eckel, M., Jäger, L., Fuchs, A., und Heddergott, R. 2023. Evaluating the applicability of hardware trust anchors for automotive applications. Computers & Security 135, 103514.
Cite
@article{PLAPPERT2023103514,
author = {Plappert, Christian and Lorych, Dominik and Eckel, Michael and Jäger, Lukas and Fuchs, Andreas and Heddergott, Ronald},
title = {Evaluating the applicability of hardware trust anchors for automotive applications},
journal = {Computers & Security},
volume = {135},
pages = {103514},
year = {2023},
issn = {0167-4048},
doi = {https://doi.org/10.1016/j.cose.2023.103514},
url = {https://www.sciencedirect.com/science/article/pii/S0167404823004248},
keywords = {Automotive, Hardware trust anchor (HTA), Evaluation, Trusted Platform Module (TPM), Hardware Security Module (HSM), EVITA, Secure Hardware Extension (SHE), ARM TrustZone, Device Identifier Composition Engine (DICE), Intel Software Guard Extensions (SGX)}
}
Plappert, C., Lorych, D., Eckel, M., Jäger, L., Fuchs, A., und Heddergott, R. 2023. Evaluating the applicability of hardware trust anchors for automotive applications. Computers & Security 135, 103514.
Cite
@article{plappert2023hardwaretrustanchors,
title = {Evaluating the applicability of hardware trust anchors for automotive applications},
journal = {Computers & Security},
volume = {135},
pages = {103514},
year = {2023},
issn = {0167-4048},
doi = {https://doi.org/10.1016/j.cose.2023.103514},
url = {https://www.sciencedirect.com/science/article/pii/S0167404823004248},
author = {Plappert, Christian and Lorych, Dominik and Eckel, Michael and Jäger, Lukas and Fuchs, Andreas and Heddergott, Ronald},
keywords = {Automotive, Hardware trust anchor (HTA), Evaluation, Trusted Platform Module (TPM), Hardware Security Module (HSM), EVITA, Secure Hardware Extension (SHE), ARM TrustZone, Device Identifier Composition Engine (DICE), Intel Software Guard Extensions (SGX)}
}
Fenzl, F., Plappert, C., Rieke, R., u. a. 2023. Collaborative Security Patterns for Automotive Electrical/Electronic Architectures. In: T. Dimitrakos, J. Lopez und F. Martinelli, Hrsg., Collaborative Approaches for Cyber Security in Cyber-Physical Systems. Springer International Publishing, Cham, 63–97.
Cite
@inbook{fenzl2023collaborativesecurity,
author = {Fenzl, Florian and Plappert, Christian and Rieke, Roland and Zelle, Daniel and Costantino, Gianpiero and De Vincenzi, Marco and Matteucci, Ilaria},
editor = {Dimitrakos, Theo and Lopez, Javier and Martinelli, Fabio},
title = {Collaborative Security Patterns for Automotive Electrical/Electronic Architectures},
booktitle = {Collaborative Approaches for Cyber Security in Cyber-Physical Systems},
year = {2023},
publisher = {Springer International Publishing},
address = {Cham},
pages = {63--97},
isbn = {978-3-031-16088-2},
doi = {10.1007/978-3-031-16088-2_4},
url = {https://doi.org/10.1007/978-3-031-16088-2_4}
}
Spychalski, D., Heinrich, M., und Krauß, C. 2022. Rail meets Automotive: Gemeinsamkeiten in der fahrzeugseitigen IT/OT-Sicherheitsbetrachtung. Signal + Draht (114) 11, 51–57.
Cite
@article{spychalski2022railDE,
author = {Spychalski, Dominik and Heinrich, Markus and Krauß, Christoph},
title = {{Rail meets Automotive: Gemeinsamkeiten in der fahrzeugseitigen IT/OT-Sicherheitsbetrachtung}},
journal = {Signal + Draht},
pages = {51--57},
number = {(114) 11},
publisher = {DVV Media Group},
month = nov,
year = {2022},
url = {https://www.0x25.net/publications/files/51_59_Krauss_etal.pdf}
}
Spychalski, D., Heinrich, M., und Krauß, C. 2022. Rail meets Automotive: commonalities in vehicle-side IT/OT security considerations. Signal + Draht (114) 11, 51–57.
Cite
@article{spychalski2022railEN,
author = {Spychalski, Dominik and Heinrich, Markus and Krauß, Christoph},
title = {{Rail meets Automotive: commonalities in vehicle-side IT/OT security considerations}},
journal = {Signal + Draht},
pages = {51--57},
number = {(114) 11},
publisher = {DVV Media Group},
month = nov,
year = {2022},
url = {https://www.0x25.net/publications/files/51_59_Krauss_etal.pdf}
}
Micale, D., Costantino, G., Matteucci, I., Fenzl, F., Rieke, R., und Patanè, G. 2022. CAHOOT: a Context-Aware veHicular intrusiOn detectiOn sysTem. .
Cite
@article{micale2022cahoot,
title = {CAHOOT: a Context-Aware veHicular intrusiOn detectiOn sysTem},
url = {https://publica.fraunhofer.de/handle/publica/446183},
doi = {10.1109/TrustCom56396.2022.00168},
author = {Micale, Davide and Costantino, Gianpiero and Matteucci, Ilaria and Fenzl, Florian and Rieke, Roland and Patanè, Giuseppe},
year = {2022},
keywords = {Automotive},
language = {en}
}
Arzt, C., Kleemann, S., Plappert, C., Rieke, R., und Zelle, D. 2022. Datenverarbeitung und Cybersicherheit in der Fahrzeugautomatisierung: Rechtliche und technische Anforderungen im Verbund. Multimedia und Recht (MMR) 25, 7 (MMR-Beilage), 593–614.
Cite
@article{arzt2022datenverarbeitung,
author = {Arzt, Clemens and Kleemann, Steven and Plappert, Christian and Rieke, Roland and Zelle, Daniel},
title = {Datenverarbeitung und Cybersicherheit in der Fahrzeugautomatisierung: Rechtliche und technische Anforderungen im Verbund},
journal = {Multimedia und Recht (MMR)},
year = {2022},
volume = {25},
number = {7 (MMR-Beilage)},
pages = {593--614},
publisher = {C.H. Beck}
}