Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations

Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong. Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{JiaWCLG22,
  title = {Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations},
  author = {Jinyuan Jia and Binghui Wang and Xiaoyu Cao and Hongbin Liu and Neil Zhenqiang Gong},
  year = {2022},
  url = {https://openreview.net/forum?id=gJLEXy3ySpu},
  researchr = {https://researchr.org/publication/JiaWCLG22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}