/DPSGD

Primary LanguagePython

DP

(1)DPSGD_MNIST: The code reproduced Abadi's fixed clipping threshold and fixed noise scale experiment, and the dynamic clipping threshold experiment based on open data set.
(2)DPSGD_CIFAR-10: The code reproduced Abadi's fixed clipping threshold and fixed noise scale experiment, and the dynamic clipping threshold experiment based on open data set.
(3)DPSGD_CIFAR-100: The code uses CIFAR-100 data set to train convolution layer parameters in CIFAR-10.