requirements:
numpy
pytorch
Purchase dataset:
python PPN_Purchase_GIT.py
Texas dataset:
python PPN_Texas_GIT.py
CIFAR dataset:
python PPN_Alexnet_GIT.py
@inproceedings{nasr2018machine,
title={Machine learning with membership privacy using adversarial regularization},
author={Nasr, Milad and Shokri, Reza and Houmansadr, Amir},
booktitle={Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security},
pages={634--646},
year={2018},
organization={ACM}
}