An overview of automotive service-oriented architectures and implications for security countermeasures M Rumez, D Grimm, R Kriesten, E Sax IEEE access 8, 221852-221870, 2020 | 89 | 2020 |
Context-aware security for vehicles and fleets: A survey D Grimm, M Stang, E Sax IEEE Access 9, 101809-101846, 2021 | 19 | 2021 |
Development processes in automotive service-oriented architectures A Vetter, P Obergfell, H Guissouma, D Grimm, M Rumez, E Sax 2020 9th Mediterranean Conference on Embedded Computing (MECO), 1-7, 2020 | 19 | 2020 |
An extended hybrid anomaly detection system for automotive electronic control units communicating via ethernet D Grimm, M Weber, E Sax Proceedings of the 4th International Conference on Vehicle Technology and …, 2018 | 15 | 2018 |
Toward a resilient automotive service-oriented architecture by using dynamic orchestration M Schindewolf, D Grimm, C Lingor, E Sax 2022 IEEE 1st International Conference on Cognitive Mobility (CogMob …, 2022 | 11 | 2022 |
Evaluation of deep reinforcement learning algorithms for autonomous driving M Stang, D Grimm, M Gaiser, E Sax 2020 IEEE intelligent vehicles symposium (IV), 1576-1582, 2020 | 9 | 2020 |
Network security monitoring in automotive domain D Grimm, F Pistorius, E Sax Advances in Information and Communication: Proceedings of the 2020 Future of …, 2020 | 9 | 2020 |
A numerical verification method for multi-class feed-forward neural networks D Grimm, D Tollner, D Kraus, Á Török, E Sax, Z Szalay Expert Systems with Applications 247, 123345, 2024 | 5 | 2024 |
Generic patterns for intrusion detection systems in service-oriented automotive and medical architectures A Puder, M Rumez, D Grimm, E Sax Journal of Cybersecurity and Privacy 2 (3), 731-749, 2022 | 5 | 2022 |
Context-aware vehicle and fleet security combining a knowledge graph and an object-oriented model D Grimm, E Sax 2022 International Conference on Connected Vehicle and Expo (ICCVE), 1-8, 2022 | 5 | 2022 |
Evaluation matrix for smart machine-learning algorithm choice F Pistorius, D Grimm, F Erdösi, E Sax 2020 1st International Conference on Big Data Analytics and Practices (IBDAP …, 2020 | 5 | 2020 |
Feedi-a smart wearable foot-band for navigation and guidance using haptic feedback S Stock, A Bertemes, M Stang, M Böhme, D Grimm, W Stork Human Interaction, Emerging Technologies and Future Applications II …, 2020 | 5 | 2020 |
The QUA³CK Machine Learning Development Process and the Laboratory for Applied Machine Learning Approaches (LAMA) J Becker, D Grimm, T Hotfilter, C Meier, G Molinar, M Stang, S Stock, ... Symposium Artificial Intelligence for Science, Industry and Society (AISIS …, 2019 | 5 | 2019 |
Flow-based aggregation of CAN frames with compressed payload D Grimm, S Leiner, M Sommer, F Pistorius, E Sax 2020 IEEE International Conference on Smart Computing (SMARTCOMP), 202-207, 2020 | 4 | 2020 |
Fleet in the Loop: An Open Source approach for design and test of resilient vehicle architectures D Grimm, M Schindewolf, E Sax 2023 IEEE 15th International Symposium on Autonomous Decentralized System …, 2023 | 3 | 2023 |
Qua³ck-a machine learning development process SC Stock, J Becker, D Grimm, T Hotfilter, G Molinar, M Stang, W Stork Proceedings of Artificial Intelligence for Science, Industry and Society …, 2020 | 3 | 2020 |
A Model-Based Approach to Automotive Feature Development for Updates and Upgrades M Schindewolf, JW Wittler, T Kühn, D Grimm, E Sax 2023 IEEE International Conference on Service-Oriented System Engineering …, 2023 | 2 | 2023 |
Time Series Classification of Automotive Test Drives Using an Interval Based Elastic Ensemble F Pistorius, D Grimm, M Auer, E Sax ITISE 2019. Proceedings of papers. Vol 2, 2019 | 2 | 2019 |
Adaptive Cybersecurity Monitoring for Resilient Vehicular Architectures D Grimm, M Zink, M Schindewolf, E Sax 2023 IEEE Vehicular Networking Conference (VNC), 41-48, 2023 | 1 | 2023 |
Co-simulate no more: The CARLA V2X Sensor D Grimm, M Schindewolf, D Kraus, E Sax 2024 IEEE Intelligent Vehicles Symposium (IV), 2429-2436, 2024 | | 2024 |