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Author SHA1 Message Date
Vadym Doroshenko
c12a7acd9d Moving membership_inference_attack to privacy_tests/membership_inference_attack 
PiperOrigin-RevId: 377860420
 2021-06-07 01:11:54 -07:00
Steve Chien
eaf9fbf969 Changes for API docstrings for TF.org: 
(1) Hide documentation for superclass methods in DPModel.
(2) Make compute_dp_sgd_privacy visible.

PiperOrigin-RevId: 377553548
 2021-06-04 11:31:21 -07:00
A. Unique TensorFlower
385fefc85e Merge pull request #158 from jeremy43:improved_gaussian_subsample 
PiperOrigin-RevId: 377344012
 2021-06-03 12:13:28 -07:00
Galen Andrew
6b19862529 Bump version number. 
PiperOrigin-RevId: 377136883
 2021-06-02 13:52:00 -07:00
Zheng Xu
944dcd0e17 Implement the tree aggregation query in TFP. 
The core `tree_aggregation` algorithm is from https://github.com/google-research/federated/tree/master/dp_ftrl.

The tree_aggregation_query is partially developed by Monica Ribero Diaz when she was a student researcher at Google.

PiperOrigin-RevId: 376953302
 2021-06-01 17:27:02 -07:00
A. Unique TensorFlower
331a2911ac Add API report setup. 
PiperOrigin-RevId: 375742844
 2021-05-25 10:50:28 -07:00
A. Unique TensorFlower
a03374be6c Fix Keras DP optimizer when num_microbatches == None. 
Optimizer should not save TF tensors into class members, otherwise code may not work in some cases with tf.function.

PiperOrigin-RevId: 374976737
 2021-05-20 16:46:57 -07:00
Galen Andrew
e5848656ed Remove GaussianAverageQuery. Users can simply wrap GaussianSumQuery with a NormalizedQuery. 
PiperOrigin-RevId: 374784618
 2021-05-19 20:20:00 -07:00
Galen Andrew
1de7e4dde4 Remove QuantileAdaptiveClipAverageQuery. Users can simply wrap QuantileAdaptiveClipSumQuery with a NormalizedQuery. 
PiperOrigin-RevId: 374770867
 2021-05-19 18:10:51 -07:00
A. Unique TensorFlower
aaf4c252a0 - Create the Overview page for TF Privacy 
PiperOrigin-RevId: 373871593
 2021-05-14 14:54:51 -07:00
Yuqing
9d13376707 resolve space issues 2021-05-11 00:19:52 -07:00
Mark Daoust
452873e9ce Move build_docs.py to the g3doc directory. 
PiperOrigin-RevId: 372626385
 2021-05-07 14:15:07 -07:00
Yuqing
09270afed6 Resolve comments and add more tests 2021-05-07 00:16:59 -07:00
David Marn
eb5c99d484 Internal change. 
PiperOrigin-RevId: 372339098
 2021-05-06 07:30:29 -07:00
Mark Daoust
bd69c70965 Add a skeleton g3doc directory. 
Move notebook files to g3doc.
  - Some style and code fixes for notebooks.
Add api-reference generation script.

PiperOrigin-RevId: 372233296
 2021-05-05 16:41:40 -07:00
Steve Chien
755ed26671 Update keras optimizers (both traditional and vectorized) to handle case of num_microbatches=None. 
PiperOrigin-RevId: 369497296
 2021-04-20 12:35:23 -07:00
Steve Chien
41530f4426 More docstring updates in preparation for api docs generation. 
PiperOrigin-RevId: 368667796
 2021-04-15 10:31:04 -07:00
David Marn
ca347b8995 Trained attackers no longer fail when labels are missing. 
PiperOrigin-RevId: 368598111
 2021-04-15 02:18:55 -07:00
Steve Chien
edd9c44269 Add __init__.py files for estimators. 
PiperOrigin-RevId: 368148645
 2021-04-12 22:17:08 -07:00
Steve Chien
685ef25e00 Expand __init__.py and update version to 0.5.2 in preparation for new pip release. 
PiperOrigin-RevId: 367727715
 2021-04-09 16:49:12 -07:00
Steve Chien
53ddbf81a0 Add explicit package names to class __doc__ strings in optimizers directory. 
PiperOrigin-RevId: 367516282
 2021-04-08 15:11:38 -07:00
Steve Chien
3c64cce796 Update per-class descriptions for DP Keras Model classes. 
PiperOrigin-RevId: 367515250
 2021-04-08 15:06:39 -07:00
Steve Chien
121982deb1 Add explicit package names to class __doc__ strings for DNNClassifier classes. 
PiperOrigin-RevId: 367512322
 2021-04-08 14:52:20 -07:00
Steve Chien
c53a96184b Internal change. 
PiperOrigin-RevId: 367484243
 2021-04-08 12:32:21 -07:00
Steve Chien
c8b1c97b47 Small updates in preparation for auto-generating documentation. 
PiperOrigin-RevId: 367073829
 2021-04-06 13:29:41 -07:00
Yilei Yang
693dd666c3 Remove no-op pylint disable comments. 
PiperOrigin-RevId: 364330068
 2021-03-22 09:04:33 -07:00
Yuqing
736520b0eb remove unnecessary files 2021-03-12 14:00:53 -08:00
Yuqing
c0d3431eb2 add rdp for subsample without replacement 2021-03-12 13:56:52 -08:00
A. Unique TensorFlower
5524409cbd Merge pull request #143 from jagielski:master 
PiperOrigin-RevId: 358924580
 2021-02-22 16:01:24 -08:00
David Marn
85bdb9f819 Adds instructions on installing the latest version and links to blog posts. 
PiperOrigin-RevId: 356221955
 2021-02-08 02:39:41 -08:00
Steve Chien
1860ee1c27 Tests for dp_keras_model.py. 
PiperOrigin-RevId: 353698907
 2021-01-25 12:02:04 -08:00
Matthew Jagielski
e468af41dd address schien comments 2021-01-19 13:16:55 -05:00
A. Unique TensorFlower
aed49d0087 Merge pull request #147 from TheSalon:master 
PiperOrigin-RevId: 351680116
 2021-01-13 15:42:04 -08:00
pranav subramani
78ec3fa58a update dp keras model 2021-01-08 00:24:52 -07:00
pranav subramani
13b3a04a3e update keras model 2021-01-08 00:23:32 -07:00
pranav subramani
6982e027b5 update dp keras model 2021-01-08 00:22:44 -07:00
David Marn
3011855967 Moves advanced usage to the main README. 
PiperOrigin-RevId: 350544144
 2021-01-07 06:02:37 -08:00
Nicholas Vadivelu
9d871b28c1 Add keras_models example to tutorials. 2021-01-05 17:43:00 -05:00
Nicholas Vadivelu
7dad2d18e8 Update privacy/keras_models. 2021-01-05 17:42:10 -05:00
pranav subramani
7a00a1cfef adding keras vectorized model initial commit 2021-01-05 13:13:00 -07:00
pranav subramani
574718706d creating keras models directory 2021-01-04 19:32:53 -07:00
A. Unique TensorFlower
be8175bfac Improved conversion from Renyi DP to approx DP 
PiperOrigin-RevId: 349557544
 2020-12-30 07:43:07 -08:00
Shuang Song
8d53d8cc59 Write to Tensorboard in Keras under TF2. 
PiperOrigin-RevId: 349446504
 2020-12-29 11:18:09 -08:00
Steve Chien
b6413a4ea9 Add update about new vectorized TF 2 optimizer to README.md 
PiperOrigin-RevId: 349339226
 2020-12-28 15:32:17 -08:00
Shuang Song
c8a26ce7be Add number of examples in the attack result. 
PiperOrigin-RevId: 348812773
 2020-12-23 10:14:36 -08:00
Steve Chien
6460c3feb8 Vectorized version of DP Keras optimizers. 
PiperOrigin-RevId: 348551659
 2020-12-21 17:06:51 -08:00
Galen Andrew
e4f9794542 Fix numerical instability in computing A(alpha) for very large integer alpha. 
Tested that new implementation agrees with existing implementation on all small integers but also scales to 10^6.

PiperOrigin-RevId: 348492489
 2020-12-21 10:52:12 -08:00
David Marn
276d2d74d5 Moves the example, along with the relevant part of the README file, to the codelabs subdir. 
PiperOrigin-RevId: 348477215
 2020-12-21 09:15:01 -08:00
A. Unique TensorFlower
a3b64fd8f5 Merge pull request #146 from lwsong:master 
PiperOrigin-RevId: 348448249
 2020-12-21 04:36:33 -08:00
Yurii Sushko
2c810440d9 Introduce concept of "membership scores". 
PiperOrigin-RevId: 348443155
 2020-12-21 03:42:55 -08:00