Variance of the Gradient Also Matters: Privacy Leakage from Gradients

Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu 0001, Chao Shang, Binghui Wang, Qin Cao, Caiwen Ding, Sanguthevar Rajasekaran. Variance of the Gradient Also Matters: Privacy Leakage from Gradients. In International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022. pages 1-8, IEEE, 2022. [doi]

@inproceedings{WangDGWMLSWCDR22,
  title = {Variance of the Gradient Also Matters: Privacy Leakage from Gradients},
  author = {Yijue Wang and Jieren Deng and Dan Guo and Chenghong Wang and Xianrui Meng and Hang Liu 0001 and Chao Shang and Binghui Wang and Qin Cao and Caiwen Ding and Sanguthevar Rajasekaran},
  year = {2022},
  doi = {10.1109/IJCNN55064.2022.9892665},
  url = {https://doi.org/10.1109/IJCNN55064.2022.9892665},
  researchr = {https://researchr.org/publication/WangDGWMLSWCDR22},
  cites = {0},
  citedby = {0},
  pages = {1-8},
  booktitle = {International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022},
  publisher = {IEEE},
  isbn = {978-1-7281-8671-9},
}