DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing

Wenxiao Wang 0002, Tianhao Wang 0013, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia. DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. PoPETs, 2021(4):163-183, 2021. [doi]

@article{WangWWLZSJ21,
  title = {DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing},
  author = {Wenxiao Wang 0002 and Tianhao Wang 0013 and Lun Wang and Nanqing Luo and Pan Zhou and Dawn Song and Ruoxi Jia},
  year = {2021},
  doi = {10.2478/popets-2021-0065},
  url = {https://doi.org/10.2478/popets-2021-0065},
  researchr = {https://researchr.org/publication/WangWWLZSJ21},
  cites = {0},
  citedby = {0},
  journal = {PoPETs},
  volume = {2021},
  number = {4},
  pages = {163-183},
}