![[Translate to English:]](/fileadmin/_processed_/a/e/csm_fortiss-publikationen-header_1e9ee64f16.png)
Publications
- Feature-Aware Test Generation for Deep Learning Models arXiv preprint (under submission), ():29, January 2026. Details DOI BIB
- HyperNet-Adaptation for Diffusion-Based Test Case Generation arXiv preprint (under submission), ():, January 2026. Details DOI BIB
- XMutant: XAI-based Fuzzing for Deep Learning Systems Empirical Software Engineering, ():38, December 2025. Details DOI BIB
- Targeted Deep Learning System Boundary Testing ACM Transactions on Software Engineering and Methodology, ():31, October 2025. Details DOI BIB
- Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models In Proceedings of the 36th IEEE Intelligent Vehicles Symposium, pages 8 pages, July 2025. IEEE. Details BIB
- Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models In Proceedings of the 47th International Conference on Software Engineering, pages 12 pages, May 2025. IEEE. Details URL DOI BIB
- Benchmarking Generative AI Models for Deep Learning Test Input Generation In Proceedings of the 18th IEEE International Conference on Software Testing, Verification and Validation, April 2025. IEEE. Details URL BIB
- Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems In Proc. ICST 2025, pages 150-161, March 2025. IEEE. Details URL BIB
- System Safety Monitoring of Learned Components Using Temporal Metric Forecasting ACM Transactions on Software Engineering and Methodology, ():, January 2025. Details URL DOI BIB
- OpenCat: Improving Interoperability of ADS Testing In Proceedings of the 47th International Conference on Software Engineering Workshops, pages 10 pages, 2025. IEEE. Details BIB
- Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation, May 2024. IEEE. Details BIB
- Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation, May 2024. IEEE. Details BIB
- Two is Better Than One: Digital Siblings to Improve Autonomous Driving Testing Empirical Software Engineering, ():, 2024. Details BIB
- A Retrospective Analysis of Grey Literature for AI-Supported Test Automation In In Proceedings of the 16th International Conference on the Quality of Information and Communications Technology, pages 90–105, September 2023. Springer Nature Switzerland. Details URL DOI BIB