TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing

Augustus Odena, Catherine Olsson, David Andersen, Ian J. Goodfellow. TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 4901-4911, PMLR, 2019. [doi]

@inproceedings{OdenaOAG19,
  title = {TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing},
  author = {Augustus Odena and Catherine Olsson and David Andersen and Ian J. Goodfellow},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/odena19a.html},
  researchr = {https://researchr.org/publication/OdenaOAG19},
  cites = {0},
  citedby = {0},
  pages = {4901-4911},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}