CAGFuzz: Coverage-Guided Adversarial Generative Fuzzing Testing for Image-Based Deep Learning Systems

Pengcheng Zhang, Bin Ren, Hai Dong, Qiyin Dai. CAGFuzz: Coverage-Guided Adversarial Generative Fuzzing Testing for Image-Based Deep Learning Systems. IEEE Trans. Software Eng., 48(11):4630-4646, 2022. [doi]

@article{ZhangRDD22,
  title = {CAGFuzz: Coverage-Guided Adversarial Generative Fuzzing Testing for Image-Based Deep Learning Systems},
  author = {Pengcheng Zhang and Bin Ren and Hai Dong and Qiyin Dai},
  year = {2022},
  doi = {10.1109/TSE.2021.3124006},
  url = {https://doi.org/10.1109/TSE.2021.3124006},
  researchr = {https://researchr.org/publication/ZhangRDD22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Software Eng.},
  volume = {48},
  number = {11},
  pages = {4630-4646},
}