Benchmarking Generative AI Models for Deep Learning Test Input
GenerationInternational Conference on Information Control Systems & Technologies (ICST), 2024 |
DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep
Neural NetworksACM Transactions on Software Engineering and Methodology (TOSEM), 2023 |
Supporting Safety Analysis of Image-processing DNNs through
Clustering-based ApproachesACM Transactions on Software Engineering and Methodology (TOSEM), 2023 |
Simulator-based explanation and debugging of hazard-triggering events in
DNN-based safety-critical systemsACM Transactions on Software Engineering and Methodology (TOSEM), 2022 |
Black-box Safety Analysis and Retraining of DNNs based on Feature
Extraction and ClusteringACM Transactions on Software Engineering and Methodology (TOSEM), 2022 |
Black-Box Testing of Deep Neural Networks Through Test Case DiversityIEEE Transactions on Software Engineering (TSE), 2021 |