Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models

Haipeng Wang 0005, Zhengyuan Wei, Qilin Zhou, Bo Jiang, Wing Kwong Chan. Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models. In 23rd IEEE International Conference on Software Quality, Reliability, and Security, QRS 2023, Chiang Mai, Thailand, October 22-26, 2023. pages 370-381, IEEE, 2023. [doi]

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