Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing

Jinyuan Jia, Xiaoyu Cao, Binghui Wang, Neil Zhenqiang Gong. Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020. OpenReview.net, 2020. [doi]

@inproceedings{JiaCWG20,
  title = {Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing},
  author = {Jinyuan Jia and Xiaoyu Cao and Binghui Wang and Neil Zhenqiang Gong},
  year = {2020},
  url = {https://openreview.net/forum?id=BkeWw6VFwr},
  researchr = {https://researchr.org/publication/JiaCWG20},
  cites = {0},
  citedby = {0},
  booktitle = {8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher = {OpenReview.net},
}