History

Shuang Song fafa69b65c Merge pull request #484 from ethz-spylab/master Fix training mode for LiRA code at inference		2023-08-03 22:10:59 -07:00
..
audit_2020	Remove unused comments related to Python 2 compatibility.	2022-04-21 08:20:08 -07:00
dp_newton	COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/privacy/pull/489 from mhaghifam:dp-second-order-optimization 024904810a8f130d554cc3f04713d5562ccfe5df	2023-07-11 16:02:29 -07:00
GDP_2019	Explicitly import estimator from tensorflow as a separate import instead of	2022-03-30 16:05:01 -07:00
hyperparameters_2022	Remove license from lr_acc.json file.	2022-05-05 16:47:13 -07:00
instahide_attack_2020	Rename jax.experimental.optimizers -> jax.example_libraries.optimizers	2022-08-05 16:24:49 -07:00
mi_lira_2021	Fix LiRA inference	2023-06-13 09:57:46 +02:00
mi_poison_2022	Fix LiRA inference	2023-06-13 09:57:46 +02:00
neuracrypt_attack_2021	Merge pull request #185 from carlini:neuracrypt	2022-02-18 21:10:54 +00:00
pate_2017	Add TensorFlow Privacy BUILD and WORKSPACE files.	2022-02-16 23:30:06 +00:00
pate_2018	[NumPy] Remove references to deprecated NumPy type aliases.	2022-12-22 10:32:59 -08:00
README.md	Add missing licenses.	2019-01-14 16:02:35 -08:00

Research

This folder contains code to reproduce results from research papers. Currently, the following papers are included:

Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (ICLR 2017): pate_2017
Scalable Private Learning with PATE (ICLR 2018): pate_2018