DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks for Image Analysis
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| Title | DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks for Image Analysis |
| Publication Type | Journal Article |
| Year of Publication | 2025 |
| Authors | Aghababaeyan Z, Abdellatif M, Briand L, S R |
| Journal | IEEE Transactions on Software Engineering |
| Pagination | 1-26 |
| Keywords | Accuracy, Adaptation models, Analytical models, artificial neural networks, Closed box, Data models, Deep Neural Network, Differential Testing, GAN, Generative adversarial networks, Image classification, Model Comparison, NSGA-II, Test Generation, Test pattern generators, testing |
| DOI | 10.1109/TSE.2025.3611329 |
