Prof. Dr. Andrea Stocco

+49 89 3603522 271
stocco@fortiss.org

Publications

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  • July 2025 Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models Rafael Giebisch , Ken E. Friedl , Lev Sorokin and Andrea Stocco In Proceedings of the 36th IEEE Intelligent Vehicles Symposium, pages 8 pages, July 2025. IEEE. Details BIB
  • May 2025 Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models Luciano Baresi , Davide Yi Xian Hu , Andrea Stocco and Paolo Tonella In Proceedings of the 47th International Conference on Software Engineering, pages 12 pages, May 2025. IEEE. Details URL DOI BIB
  • April 2025 Benchmarking Generative AI Models for Deep Learning Test Input Generation Maryam Maryam , Matteo Biagiola , Vincenzo Riccio and Andrea Stocco In Proceedings of the 18th IEEE International Conference on Software Testing, Verification and Validation, April 2025. IEEE. Details URL BIB
  • March 2025 Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems Stefano Carlo Lambertenghi , Hannes Leonhard and Andrea Stocco In Proc. ICST 2025, pages 150-161, March 2025. IEEE. Details URL BIB
  • January 2025 System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sepehr Sharifi , Andrea Stocco and Lionel C. Briand ACM Transactions on Software Engineering and Methodology, ():, January 2025. Details URL DOI BIB
  • 2025 OpenCat: Improving Interoperability of ADS Testing Qurban Ali , Andrea Stocco , Leonardo Mariani and Oliviero Riganelli In Proceedings of the 47th International Conference on Software Engineering Workshops, pages 10 pages, 2025. IEEE. Details BIB
  • May 2024 Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing Stefano Carlo Lambertenghi and Andrea Stocco In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation, May 2024. IEEE. Details BIB
  • May 2024 Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification Grewal Ruben , Tonella Paolo and Andrea Stocco In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation, May 2024. IEEE. Details BIB
  • 2024 Two is Better Than One: Digital Siblings to Improve Autonomous Driving Testing Matteo Biagiola , Andrea Stocco , Vincenzo Riccio and Paolo Tonella Empirical Software Engineering, ():, 2024. Details BIB
  • September 2023 A Retrospective Analysis of Grey Literature for AI-Supported Test Automation Filippo Ricca , Alessandro Marchetto and Andrea Stocco 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