1. 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}
    }
    
    
  2. Yekta, A., Loza, N., Gramm, J., Schneider, M., und Katzenbeisser, S. 2025. From ECU to VSOC: UDS Security Monitoring Strategies. .
    DOI
    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}
    }
    
    
  3. 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.
    URL
    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}
    }
    
    
  4. 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.
    URL
    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}
    }
    
    
  5. Unger, S. und Katzenbeisser, S. 2025. Hardware-basierte Sicherung von Eisenbahn-Intrusion-Detection-Systemen. Scientific Railway Signalling Symposium 2024. Einfach Fahren! – Digitale Transformation im Spannungsfeld Automatisierung, europäische Standardisierung und schneller Rollout.
    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}
    }
    
    
  6. 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.
    DOI
    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}
    }
    
    
  7. 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.
    DOI
    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}
    }
    
    
  8. 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.
    URL
    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}
    }
    
    
  9. Spychalski, D., Erbs, N., und Yekta, A.R. 2024. KI auf Schienen – Beschleunigung der digitalen Transformation des Bahnbetriebs. Signal + Draht (116) 4, 15–21.
    URL
    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}
    }
    
    
  10. 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}
    }
    
    
  11. 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.
    DOI
    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
    }
    
    
  12. 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}
    }
    
    
  13. 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}
    }
    
    
  14. 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}
    }
    
    
  15. 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}
    }
    
    
  16. 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.
    DOI
    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}
    }
    
    
  17. Freund, M. 2023. Using Machine Learning for Intrusion Detection in a combined Car and Train Monitoring System. https://osm.hpi.de/bookshelf/Details/558.
    URL
    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}
    }
    
    
  18. 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)}
    }
    
    
  19. 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)}
    }
    
    
  20. 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}
    }
    
    
  21. Spychalski, D., Heinrich, M., und Krauß, C. 2022. Rail meets Automotive: Gemeinsamkeiten in der fahrzeugseitigen IT/OT-Sicherheitsbetrachtung. Signal + Draht (114) 11, 51–57.
    URL
    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}
    }
    
    
  22. 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.
    URL
    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}
    }
    
    
  23. 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}
    }
    
    
  24. 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}
    }