A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness

Jiachen Sun, Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Dan Hendrycks, Jihun Hamm, Z. Morley Mao. A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness. In Shai Avidan, Gabriel J. Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner, editors, Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part IV. Volume 13664 of Lecture Notes in Computer Science, pages 654-671, Springer, 2022. [doi]

@inproceedings{SunMKCHHM22,
  title = {A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness},
  author = {Jiachen Sun and Akshay Mehra and Bhavya Kailkhura and Pin-Yu Chen and Dan Hendrycks and Jihun Hamm and Z. Morley Mao},
  year = {2022},
  doi = {10.1007/978-3-031-19772-7_38},
  url = {https://doi.org/10.1007/978-3-031-19772-7_38},
  researchr = {https://researchr.org/publication/SunMKCHHM22},
  cites = {0},
  citedby = {0},
  pages = {654-671},
  booktitle = {Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part IV},
  editor = {Shai Avidan and Gabriel J. Brostow and Moustapha Cissé and Giovanni Maria Farinella and Tal Hassner},
  volume = {13664},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-19772-7},
}