Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach

Tsui-Wei Weng, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Dong Su, Yupeng Gao, Cho-Jui Hsieh, Luca Daniel. Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018. [doi]

@inproceedings{WengZCYSGHD18,
  title = {Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach},
  author = {Tsui-Wei Weng and Huan Zhang and Pin-Yu Chen and Jinfeng Yi and Dong Su and Yupeng Gao and Cho-Jui Hsieh and Luca Daniel},
  year = {2018},
  url = {https://openreview.net/forum?id=BkUHlMZ0b},
  researchr = {https://researchr.org/publication/WengZCYSGHD18},
  cites = {0},
  citedby = {0},
  booktitle = {6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher = {OpenReview.net},
}