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]

@inproceedings{WangWZJC23,
  title = {Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models},
  author = {Haipeng Wang 0005 and Zhengyuan Wei and Qilin Zhou and Bo Jiang and Wing Kwong Chan},
  year = {2023},
  doi = {10.1109/QRS60937.2023.00044},
  url = {https://doi.org/10.1109/QRS60937.2023.00044},
  researchr = {https://researchr.org/publication/WangWZJC23},
  cites = {0},
  citedby = {0},
  pages = {370-381},
  booktitle = {23rd IEEE International Conference on Software Quality, Reliability, and Security, QRS 2023, Chiang Mai, Thailand, October 22-26, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-1958-3},
}