Metrics and methods for robustness evaluation of neural networks with generative models

Igor Buzhinsky, Arseny Nerinovsky, Stavros Tripakis. Metrics and methods for robustness evaluation of neural networks with generative models. Machine Learning, 112(10):3977-4012, October 2023. [doi]

@article{BuzhinskyNT23,
  title = {Metrics and methods for robustness evaluation of neural networks with generative models},
  author = {Igor Buzhinsky and Arseny Nerinovsky and Stavros Tripakis},
  year = {2023},
  month = {October},
  doi = {10.1007/s10994-021-05994-9},
  url = {https://doi.org/10.1007/s10994-021-05994-9},
  researchr = {https://researchr.org/publication/BuzhinskyNT23},
  cites = {0},
  citedby = {0},
  journal = {Machine Learning},
  volume = {112},
  number = {10},
  pages = {3977-4012},
}