How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?

Alvin Chan, Yew-Soon Ong, Clement Tan. How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?. In Luc De Raedt, editor, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022. pages 659-665, ijcai.org, 2022. [doi]

@inproceedings{ChanOT22,
  title = {How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?},
  author = {Alvin Chan and Yew-Soon Ong and Clement Tan},
  year = {2022},
  doi = {10.24963/ijcai.2022/93},
  url = {https://doi.org/10.24963/ijcai.2022/93},
  researchr = {https://researchr.org/publication/ChanOT22},
  cites = {0},
  citedby = {0},
  pages = {659-665},
  booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022},
  editor = {Luc De Raedt},
  publisher = {ijcai.org},
}