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Author SHA1 Message Date
Shuang Song
27069d347d Fixes comments and membership scores for thresholds attack. 
PiperOrigin-RevId: 555579896
 2023-08-10 11:31:29 -07:00
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
A. Unique TensorFlower
cb6659d11b COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/privacy/pull/489 from mhaghifam:dp-second-order-optimization 024904810a8f130d554cc3f04713d5562ccfe5df 
PiperOrigin-RevId: 547312570
 2023-07-11 16:02:29 -07:00
Edoardo Debenedetti
ab4cb09399 Fix LiRA inference 2023-06-13 09:57:46 +02:00
Thomas Steinke
10c086c46a Implementation of differentially private second order methods ("Newton's method") for research project. 
PiperOrigin-RevId: 500821630
 2023-01-09 15:22:37 -08:00
Peter Hawkins
3d038a490a [NumPy] Remove references to deprecated NumPy type aliases. 
This change replaces references to a number of deprecated NumPy type aliases (np.bool, np.int, np.float, np.complex, np.object, np.str) with their recommended replacement (bool, int, float, complex, object, str).

NumPy 1.24 drops the deprecated aliases, so we must remove uses before updating NumPy.

PiperOrigin-RevId: 497194550
 2022-12-22 10:32:59 -08:00
Peter Hawkins
857fe8f482 [NumPy] Replace numpy.asscalar(x) with x.item() in preparation for upgrading NumPy to 1.23. 
NumPy 1.23 removes numpy.asscalar() (https://numpy.org/doc/stable/release/1.23.0-notes.html#expired-deprecations), which has been deprecated since NumPy 1.16 (https://numpy.org/doc/stable/release/1.16.0-notes.html#new-deprecations).

x.item() should be identical to the previous implementation of numpy.asscalar(x) in every way.

PiperOrigin-RevId: 466743223
 2022-08-10 11:27:07 -07:00
Jake VanderPlas
6718ae2636 Rename jax.experimental.optimizers -> jax.example_libraries.optimizers 
Why? The former name has been deprecated since JAX version 0.2.25, released in November 2021 (see https://github.com/google/jax/blob/main/CHANGELOG.md#jax-0225-nov-10-2021), and will soon be removed.

PiperOrigin-RevId: 465670868
 2022-08-05 16:24:49 -07:00
A. Unique TensorFlower
97eec1a8e3 COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/privacy/pull/234 from ftramer:truth_serum fe44a0713952ef1615abf032947082eb5c082836 
PiperOrigin-RevId: 447573314
 2022-05-09 15:06:13 -07:00
Steve Chien
137f795352 Remove license from lr_acc.json file. 
PiperOrigin-RevId: 446850420
 2022-05-05 16:47:13 -07:00
A. Unique TensorFlower
7eea74a6a1 COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/privacy/pull/230 from npapernot:hyperparam 8835b9c4072e3e598aa49d605e7643a2c2e65988 
PiperOrigin-RevId: 446832781
 2022-05-05 15:38:47 -07:00
Yilei Yang
de585e5619 Remove unused comments related to Python 2 compatibility. 
PiperOrigin-RevId: 443383047
 2022-04-21 08:20:08 -07:00
Fabien Hertschuh
5493a3baf0 Explicitly import estimator from tensorflow as a separate import instead of 
accessing it via tf.estimator and depend on the tensorflow estimator target.

PiperOrigin-RevId: 438419860
 2022-03-30 16:05:01 -07:00
Michael Reneer
ffc29e1d82 Merge pull request #154 from jagielski:audit_pr 
PiperOrigin-RevId: 429646031
 2022-02-18 22:15:25 +00:00
Michael Reneer
7e0b193393 Merge pull request #185 from carlini:neuracrypt 
PiperOrigin-RevId: 429632517
 2022-02-18 21:10:54 +00:00
Michael Reneer
81949efda6 Merge pull request #184 from carlini:instahide 
PiperOrigin-RevId: 429629817
 2022-02-18 20:56:47 +00:00
Michael Reneer
661edb5214 Merge pull request #183 from carlini:better-mi 
PiperOrigin-RevId: 429626329
 2022-02-18 20:42:22 +00:00
Michael Reneer
69d84d1892 Add TensorFlow Privacy BUILD and WORKSPACE files. 
PiperOrigin-RevId: 429141704
 2022-02-16 23:30:06 +00:00
Michael Reneer
8012d5b9c9 Internal 
PiperOrigin-RevId: 428549678
 2022-02-16 23:26:54 +00:00
Shuang Song
c8bba41059
Merge pull request #154 from jagielski/audit_pr 
Add code for auditing DP-SGD
 2022-02-14 13:25:50 -08:00
Shuang Song
48b3b6a51b
Merge pull request #185 from carlini/neuracrypt 
Add NeuraCrypt attack code to research directory
 2022-02-14 13:23:36 -08:00
Shuang Song
66338409b7
Merge pull request #184 from carlini/instahide 
Add InstaHide attack code to research folder
 2022-02-14 13:23:16 -08:00
Shuang Song
3d499e69ba
Merge pull request #183 from carlini/better-mi 
Add research code to reproduce Membership Inference Attacks From First Principles
 2022-02-14 13:21:40 -08:00
Michael Reneer
b0803999ad Add license and missing build targets to __init__.py files in TensorFlow Privacy. 
* Added license.
* Removed `.../membership_inference_attack/codelabs/__init__.py`, this code does not look like it needs to be part of the Python package.
* Removed `.../research/pate_2017/__init__.py`, this code does not look like it needs to be part of the Python package.

PiperOrigin-RevId: 424682641
 2022-01-27 12:40:23 -08:00
Nicholas Carlini
bf9a58d26b Add citation 2021-12-14 00:59:37 +00:00
Nicholas Carlini
a41549d103 Prettier README 2021-12-14 00:54:29 +00:00
Nicholas Carlini
7e40ad9704 Add code to reproduce Membership Inference Attacks From First Principles 2021-12-14 00:50:49 +00:00
Matthew Jagielski
62c51db99c fix variable names 2021-10-19 15:55:46 -07:00
Nicholas Carlini
1093710ab8 Add NeuraCrypt attack code 2021-07-07 04:21:13 +00:00
Matthew Jagielski
f8c2745c8d delete pycache 2021-02-15 19:27:43 -05:00
Matthew Jagielski
3f2447e262 add auditing code 2021-02-15 19:27:18 -05:00
Nicholas Carlini
28b8a80924 Add InstaHide Attack paper to research folder 2020-12-05 01:20:49 +00:00
A. Unique TensorFlower
f7b4a30120 Merge pull request #89 from woodyx218:GDPrivacy 
PiperOrigin-RevId: 307695867
 2020-04-21 15:48:54 -07:00
Steve Chien
264820cb3f Automated rollback of changelist 306513264 
PiperOrigin-RevId: 307694393
 2020-04-21 15:38:12 -07:00
A. Unique TensorFlower
9627cc0ed8 COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/privacy/pull/89 from woodyx218:GDPrivacy d06340e1cf 
PiperOrigin-RevId: 306534693
 2020-04-15 08:31:10 -07:00
Yanhua Sun
b0df24ef25 Explicitly replace "import tensorflow" with "tensorflow.compat.v1" for TF2.x migration 
PiperOrigin-RevId: 297199727
 2020-02-25 14:11:47 -08:00
woodyx218
d06340e1cf
Update imdb_tutorial.py 2020-02-21 09:35:47 -05:00
woodyx218
b13f2f6067
Update adult_tutorial.py 2020-02-21 09:35:18 -05:00
woodyx218
fe82de2cfe
Rename research/imdb_tutorial.py to research/GDP_2019/imdb_tutorial.py 2020-02-21 00:50:57 -05:00
woodyx218
681a156f3f
Rename research/adult_tutorial.py to research/GDP_2019/adult_tutorial.py 2020-02-21 00:50:42 -05:00
woodyx218
f29f101b23
Move tutorial for IMDB dataset to research folder 2020-02-21 00:49:02 -05:00
woodyx218
5d69c692e1
Move tutorial for adult dataset to research folder 2020-02-21 00:48:16 -05:00
Nicolas Papernot
a1e9ca2a18 Closes #32 
PiperOrigin-RevId: 239054994
 2019-03-18 13:58:07 -07:00
npapernot
2aa9debb91 glint 2019-03-18 17:01:25 +00:00
npapernot
a209988d87 docstrings 2019-03-18 16:58:06 +00:00
npapernot
e55a832d54 fnames 2019-03-18 16:49:34 +00:00
npapernot
b6c932ec66 quotes 2019-03-18 16:47:36 +00:00
npapernot
4784b0f31e pylint edits 2019-03-18 16:42:59 +00:00
Nicolas Papernot
ec2204ac97
rename var 2019-03-18 09:27:57 -07:00
Nicolas Papernot
38ae6ce3b3
reorder imports 2019-03-18 09:23:59 -07:00