97 citations · 156 across the 8 of their papers we have counts for
3 papers · 1 filter
Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models
Luciano Baresi, Davide Yi Xian Hu, Andrea Stocco +1
Simulation-based testing is widely used to assess the reliability of Autonomous Driving Systems (ADS), but its effectiveness is limited by the operational design domain (ODD) condi…
A Multi-Year Grey Literature Review on AI-assisted Test Automation
Filippo Ricca, Alessandro Marchetto, Andrea Stocco
Context: Test Automation (TA) techniques are crucial for quality assurance in software engineering but face limitations such as high test suite maintenance costs and the need for e…
Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification
Ruben Grewal, Paolo Tonella, Andrea Stocco
The automated real-time recognition of unexpected situations plays a crucial role in the safety of autonomous vehicles, especially in unsupported and unpredictable scenarios. This…