In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning
0 Comments
by Jiaqi Wang, Roei Schuster, Ilia Shumailov, David Lie and Nicolas Papernot
Reference:
Jiaqi Wang, Roei Schuster, Ilia Shumailov, David Lie and Nicolas Papernot, “In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning”, In Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS), 2022.
Bibtex Entry:
@string{neurips22="Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS)"}
@inproceedings{jwang:neurips2022:monte_carlo,
title = {In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning},
author = {Jiaqi Wang and Roei Schuster and Ilia Shumailov and David Lie and Nicolas Papernot},
booktitle = NEURIPS22,
month = nov,
year = 2022,
note = {(Acceptance: 2665/10411, 26\%)},
url = {https://arxiv.org/abs/2209.10732},
}