Certified Neural Network Watermarks with Randomized Smoothing

Arpit Bansal, Ping-Yeh Chiang, Michael J. Curry, Rajiv Jain, Curtis Wigington, Varun Manjunatha, John P. Dickerson, Tom Goldstein. Certified Neural Network Watermarks with Randomized Smoothing. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 1450-1465, PMLR, 2022. [doi]

@inproceedings{BansalCCJWMDG22,
  title = {Certified Neural Network Watermarks with Randomized Smoothing},
  author = {Arpit Bansal and Ping-Yeh Chiang and Michael J. Curry and Rajiv Jain and Curtis Wigington and Varun Manjunatha and John P. Dickerson and Tom Goldstein},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/bansal22a.html},
  researchr = {https://researchr.org/publication/BansalCCJWMDG22},
  cites = {0},
  citedby = {0},
  pages = {1450-1465},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}