Prof. Dr. Andrea Stocco

Publikationen

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• Januar 2026 Feature-Aware Test Generation for Deep Learning Models Xingcheng Chen , Oliver Weißl und Andrea Stocco arXiv preprint (under submission), ():29, Januar 2026. Details DOI BIB
• Januar 2026 HyperNet-Adaptation for Diffusion-Based Test Case Generation Oliver Weißl , Vincenzo Riccio , Severin Kacianka und Andrea Stocco arXiv preprint (under submission), ():, Januar 2026. Details DOI BIB
• Dezember 2025 XMutant: XAI-based Fuzzing for Deep Learning Systems Xingcheng Chen , Matteo Biagiola , Vincenzo Riccio , Marcelo d'Amorim und Andrea Stocco Empirical Software Engineering, ():38, Dezember 2025. Details DOI BIB
• Oktober 2025 Targeted Deep Learning System Boundary Testing Oliver Weißl , Amr Abdellatif , Xingcheng Chen , Giorgi Merabishvili , Vincenzo Riccio , Severin Kacianka und Andrea Stocco ACM Transactions on Software Engineering and Methodology, ():31, Oktober 2025. Details DOI BIB
• Juli 2025 Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models Rafael Giebisch , Ken E. Friedl , Lev Sorokin und Andrea Stocco In Proceedings of the 36th IEEE Intelligent Vehicles Symposium, Seiten 8 pages, Juli 2025. IEEE. Details BIB
• Mai 2025 Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models Luciano Baresi , Davide Yi Xian Hu , Andrea Stocco und Paolo Tonella In Proceedings of the 47th International Conference on Software Engineering, Seiten 12 pages, Mai 2025. IEEE. Details URL DOI BIB
• April 2025 Benchmarking Generative AI Models for Deep Learning Test Input Generation Maryam Maryam , Matteo Biagiola , Vincenzo Riccio und Andrea Stocco In Proceedings of the 18th IEEE International Conference on Software Testing, Verification and Validation, April 2025. IEEE. Details URL BIB
• März 2025 Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems Stefano Carlo Lambertenghi , Hannes Leonhard und Andrea Stocco In Proc. ICST 2025, Seiten 150-161, März 2025. IEEE. Details URL BIB
• Januar 2025 System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sepehr Sharifi , Andrea Stocco und Lionel C. Briand ACM Transactions on Software Engineering and Methodology, ():, Januar 2025. Details URL DOI BIB
• 2025 OpenCat: Improving Interoperability of ADS Testing Qurban Ali , Andrea Stocco , Leonardo Mariani und Oliviero Riganelli In Proceedings of the 47th International Conference on Software Engineering Workshops, Seiten 10 pages, 2025. IEEE. Details BIB
• Mai 2024 Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing Stefano Carlo Lambertenghi und Andrea Stocco In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation, Mai 2024. IEEE. Details BIB
• Mai 2024 Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification Grewal Ruben , Tonella Paolo und Andrea Stocco In Proceedings of 17th IEEE International Conference on Software Testing, Verification and Validation, Mai 2024. IEEE. Details BIB
• 2024 Two is Better Than One: Digital Siblings to Improve Autonomous Driving Testing Matteo Biagiola , Andrea Stocco , Vincenzo Riccio und 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 und Andrea Stocco In In Proceedings of the 16th International Conference on the Quality of Information and Communications Technology, Seiten 90–105, September 2023. Springer Nature Switzerland. Details URL DOI BIB