Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons

Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang. Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 12368-12379, PMLR, 2021. [doi]

@inproceedings{ZhangCLHW21,
  title = {Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons},
  author = {Bohang Zhang and Tianle Cai and Zhou Lu and Di He and Liwei Wang},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/zhang21b.html},
  researchr = {https://researchr.org/publication/ZhangCLHW21},
  cites = {0},
  citedby = {0},
  pages = {12368-12379},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}