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Author SHA1 Message Date
David Marn
3011855967 Moves advanced usage to the main README. 
PiperOrigin-RevId: 350544144
 2021-01-07 06:02:37 -08:00
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
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
Liwei Song
29c66c5220 update codelab file 2020-12-17 16:17:20 -05:00
Liwei Song
abd8912e6c change risk score to membership probability 2020-12-17 15:55:46 -05:00
Liwei Song
b1993344cf update risk score analysis 2020-12-17 15:18:02 -05:00
Liwei Song
fd0ae811a6 update privacy risk score codelab 2020-12-16 16:56:01 -05:00
Liwei Song
b7f7fe07e7 update privacy risk score codelab 2020-12-16 16:50:45 -05:00
Liwei Song
59bccb3a82 update privacy risk score code 2020-12-16 16:01:29 -05:00
Liwei Song
a4d108f270 update code 2020-12-16 15:47:15 -05:00
Liwei Song
bcee3f7a09 update code 2020-12-14 15:08:04 -05:00
Liwei Song
2312192573 update test code 2020-12-14 15:02:56 -05:00
Liwei Song
d99a880422
Merge branch 'master' into master 2020-12-14 14:54:22 -05:00
Liwei Song
3f40b8c465 update attack code 2020-12-14 14:49:30 -05:00
Liwei Song
b5b18de284 Merge branch 'master' of https://github.com/lwsong/privacy 2020-12-10 18:45:42 -05:00
Liwei Song
d6d70f6211 update data_structures_test 2020-12-10 18:44:52 -05:00
Liwei Song
60f63408e9
Update privacy_risk_score_codelab.ipynb 2020-12-10 18:33:35 -05:00
Liwei Song
d0d2108ad8 update codelab file for privacy risk score 2020-12-10 18:30:19 -05:00
Liwei Song
13d1676a00 edit the summary string for privacy risk scores 2020-12-10 18:20:32 -05:00
Liwei Song
097a98dcd4 edit the summary string for privacy risk scores 2020-12-10 18:14:39 -05:00
Liwei Song
b5dd6bee71 edit the summary string for privacy risk scores 2020-12-10 18:06:08 -05:00
Liwei Song
e72ff861a1 create a summary string for privacy risk scores 2020-12-10 17:54:50 -05:00
Liwei Song
d1dcf56c44 add comments to privacy risk scores 2020-12-10 10:37:52 -05:00
A. Unique TensorFlower
b208d9deec Merge pull request #144 from amad-person:refactor-seq2seq 
PiperOrigin-RevId: 346307900
 2020-12-08 06:12:00 -08:00
David Marn
fcac288849 Bugfix for the case where epoch_num is 0 with an accompanying test. 
PiperOrigin-RevId: 346072261
 2020-12-07 05:36:42 -08:00
Liwei Song
bf65f55382 add test cases for privacy risk score 2020-12-02 21:00:44 -05:00
Liwei Song
d80df35e85 codelab for privacy risk score 2020-12-02 19:23:05 -05:00
Liwei Song
21a891c569 add privacy risk score 2020-12-02 18:57:35 -05:00
Shuang Song
e7c21abb09 Add a figure in README for membership inference attack. 
PiperOrigin-RevId: 345249792
 2020-12-02 09:37:43 -08:00
amad-person
31c747cdd8 Use hard-coded attack input for the metadata calculation test 2020-12-02 21:17:45 +08:00
amad-person
6c7d607e65 Move initialization for privacy_report_metadata to args 2020-11-27 18:03:18 +08:00
amad-person
981d5a95f5 Return loss, accuracy instead of updating args 2020-11-27 11:59:06 +08:00
amad-person
eb215072bc Compute and populate PrivacyReportMetadata fields 2020-11-25 16:06:37 +08:00
Vadym Doroshenko
15515cb0f4 Fix for threshold attacks when logits are not provided. 
Don't try to compute number of classes when it's not needed.

PiperOrigin-RevId: 344060285
 2020-11-24 08:06:11 -08:00
amad-person
46bee91cda Refactor seq2seq logic and tests into separate files 2020-11-24 14:52:12 +08:00
Matthew Jagielski
3bf78f46fe add helper for computing noise_multiplier from epsilon 2020-11-19 21:22:02 -05:00
A. Unique TensorFlower
35a8096173 Merge pull request #137 from amad-person:add_seq2seq_mia_attacks 
PiperOrigin-RevId: 343047622
 2020-11-18 03:26:24 -08:00
amad-person
b25808cfbe Remove call to _get_slicing_spec in run_seq2seq_attack 2020-11-14 02:13:11 +08:00
Aadyaa Maddi
641c4dd98c
Add comment to explain support for LR 2020-11-13 12:20:30 +08:00
David Marn
caf71c11bc Bugfix for logits_or_probs with an accompanying test. 
PiperOrigin-RevId: 341604420
 2020-11-10 06:08:21 -08:00
amad-person
bfc5ef333a Fix type annotation 2020-11-08 22:02:26 +08:00
amad-person
afe3944b1d Fix nits 2020-11-08 21:59:05 +08:00
amad-person
ed2bdcadfa Add codelab for membership inference on seq2seq models 2020-11-06 16:53:29 +08:00
amad-person
16c36e4819 Add tests for membership inference attacks on seq2seq models 2020-11-06 16:49:54 +08:00
amad-person
2355e13f44 Add tests for rank generation 2020-11-06 16:48:44 +08:00
amad-person
4db54d9485 Add tests for Seq2SeqAttackInputData 2020-11-06 16:46:57 +08:00
amad-person
d1c1746cdb Add membership inference attack for seq2seq models 2020-11-06 16:44:52 +08:00
amad-person
cd57910e5c Add rank generation code 2020-11-06 16:43:46 +08:00
amad-person
9f07f2a871 Add Seq2SeqAttackInputData data structure 2020-11-06 16:42:31 +08:00
A. Unique TensorFlower
67f7f35383 Merge pull request #131 from lwsong:master 
PiperOrigin-RevId: 339012372
 2020-10-26 04:24:55 -07:00
Liwei Song
6e929da966 add test case for entropy attack 2020-10-23 09:30:09 -04:00
Liwei Song
893b615d72 use logical AND 2020-10-23 08:58:49 -04:00
Liwei Song
0fa87d200c update slicing test 2020-10-21 17:07:53 -04:00
Liwei Song
a41d6aace7 add threshold-entropy attack 2020-10-21 16:41:20 -04:00
David Marn
1981ebe2f2 Adds the TF Privacy Report codelab. 
PiperOrigin-RevId: 338222024
 2020-10-21 01:52:53 -07:00
Vadym Doroshenko
4143957701 Fixed train/test_size calculation. 
PiperOrigin-RevId: 337886488
 2020-10-19 10:38:11 -07:00
Yurii Sushko
19ae5c9669 Fix broken codelab link 
PiperOrigin-RevId: 337095513
 2020-10-14 08:28:17 -07:00
David Marn
d1a8a6cfda Multiple small changes to the TF Privacy Report: 
- Fix the legend to the bottom right
     - Manually set the size of the plot figure.
     - Fix a typo in the subplot title.

PiperOrigin-RevId: 337064528
 2020-10-14 04:41:35 -07:00
David Marn
1281d0c63e Adds an option to balance train and test AttackInputData and stratifies the train-test split. 
PiperOrigin-RevId: 336609893
 2020-10-12 00:43:16 -07:00
Steve Chien
d703168de2 Add TF1-compatible version of DP canned estimators, and some small cleanup.. 
PiperOrigin-RevId: 335954269
 2020-10-07 14:31:53 -07:00
David Marn
703cd413c6 Introduces an AttackResultsCollection class for the ML Privacy report. 
PiperOrigin-RevId: 335858822
 2020-10-07 06:59:26 -07:00
Peter Kairouz
e19c53a78c Add a function to compute RDP under heterogeneous applications of the subsampled Gaussian mechanism. 
PiperOrigin-RevId: 335706732
 2020-10-06 13:20:34 -07:00
David Marn
ab1090717c Internal change. 
PiperOrigin-RevId: 335385162
 2020-10-05 03:54:20 -07:00
Vadym Doroshenko
9a56402c0d Removing leftovers from the old API. 
PiperOrigin-RevId: 334792006
 2020-10-01 05:13:33 -07:00
A. Unique TensorFlower
a579cc4afc BUILD cleanups 
PiperOrigin-RevId: 334666492
 2020-09-30 13:27:37 -07:00
Shuang Song
20d0b884ba Move to new API. 
PiperOrigin-RevId: 334434385
 2020-09-29 12:16:06 -07:00
Shuang Song
bca2baae8d Remove old API. 
PiperOrigin-RevId: 334406920
 2020-09-29 10:19:37 -07:00
David Marn
78d30a0424 Refactors the pd_dataframe calculation to avoid hard-coded strings. 
PiperOrigin-RevId: 334334080
 2020-09-29 02:15:34 -07:00
David Marn
c30c3fcb7a Adds plots for multiple model labels to the ML Privacy Report. 
PiperOrigin-RevId: 334179759
 2020-09-28 09:59:37 -07:00
Steve Chien
837e014107 For DP Keras optimizers, add assertion that one of the DP-modified gradients methods has been called before apply_gradients(). In particular, this helps catch cases where the user has not yet upgraded to TF 2.4. 
PiperOrigin-RevId: 333620379
 2020-09-24 16:14:49 -07:00
Shuang Song
7c53757250 Option for plotting attack results in the same figure. 
PiperOrigin-RevId: 333225502
 2020-09-22 22:12:00 -07:00
Yurii Sushko
677b3d9e9a Quick docs fix. 
PiperOrigin-RevId: 332061086
 2020-09-16 12:21:44 -07:00
Yurii Sushko
78f76fac31 Add a note about API update to the docs. 
PiperOrigin-RevId: 332057406
 2020-09-16 12:04:27 -07:00
David Marn
942ad89da7 Adds the feedback from to the readme. 
PiperOrigin-RevId: 331956759
 2020-09-16 01:42:25 -07:00
David Marn
70f9585a24 Adds Privacy vs Utility charts to the Privacy Report for a single model. 
PiperOrigin-RevId: 331720083
 2020-09-15 01:30:21 -07:00
David Marn
fc38e3f733 Modifies Privacy Report metadata and adds an epoch chart. 
PiperOrigin-RevId: 331326000
 2020-09-12 09:11:45 -07:00
Vadym Doroshenko
f44b63eb78 Add probabilities to AttackInputData. 
PiperOrigin-RevId: 330723370
 2020-09-09 08:05:52 -07:00
A. Unique TensorFlower
6312a853d8 Merge pull request #119 from lwsong:master 
PiperOrigin-RevId: 330658958
 2020-09-08 22:44:06 -07:00
Vadym Doroshenko
8f3a61b50d Fixing calculating loss on logits. 
PiperOrigin-RevId: 329966058
 2020-09-03 12:06:29 -07:00
Vadym Doroshenko
f4fc9b2623 Updating comments to run_attack() and making non-API functions to be private. 
PiperOrigin-RevId: 329951618
 2020-09-03 10:56:31 -07:00
A. Unique TensorFlower
2f0a078dd9 Adds Privacy Report metadata to AttackResults. 
PiperOrigin-RevId: 329871255
 2020-09-03 01:05:12 -07:00
Steve Chien
8d89ef0a4b Update version to 0.5.1, and add dependence on tensorflow-estimator. 
PiperOrigin-RevId: 329822203
 2020-09-02 17:31:32 -07:00
Liwei Song
0e1c1eeef3 add entropy tests 2020-09-02 11:37:12 -04:00
Liwei Song
9b2e6a55b6 add entropy feature 2020-08-31 16:17:19 -04:00
Liwei Song
e547a10eec fix softmax issue 2020-08-31 15:24:46 -04:00
A. Unique TensorFlower
f677c9c440 Adding contribution guidelines to TF Privacy 
PiperOrigin-RevId: 328740117
 2020-08-27 08:21:03 -07:00
Shuang Song
f90c78bd54 Update tf_estimator_evaluation and keras_evaluation to new API. 
PiperOrigin-RevId: 328195220
 2020-08-24 13:03:28 -07:00
A. Unique TensorFlower
7a77d5d92c Modify Colab to use the new membership inference API. 
PiperOrigin-RevId: 327805944
 2020-08-21 07:21:38 -07:00
Shuang Song
d23772e163 Returns attack results as a Pandas data frame. 
PiperOrigin-RevId: 327675978
 2020-08-20 12:27:43 -07:00
A. Unique TensorFlower
52c1f8fdfe Overrides default __str__ methods. 
PiperOrigin-RevId: 327423772
 2020-08-19 06:49:14 -07:00
Steve Chien
6dccd9b537 Fix bug in keras optimizers where tape was not being used with tensor (as opposed to callable) losses. 
PiperOrigin-RevId: 327276721
 2020-08-18 12:00:20 -07:00
A. Unique TensorFlower
193ac3b1c8 Adds more validation checks for AttackInputData. 
PiperOrigin-RevId: 327191245
 2020-08-18 02:34:58 -07:00
Steve Chien
a69b013390 Add head for multi-label estimators in TF estimator framework. 
PiperOrigin-RevId: 327048185
 2020-08-17 10:28:45 -07:00
Galen Andrew
d939b22463 Bump version number. 
PiperOrigin-RevId: 326927560
 2020-08-16 15:12:13 -07:00
Steve Chien
d72e3400b7 Add DP-enabled version of DNNClassifier. 
PiperOrigin-RevId: 326482309
 2020-08-13 11:03:46 -07:00
A. Unique TensorFlower
f8515dfd71 Replaces predict with predict_proba. 
PiperOrigin-RevId: 326227257
 2020-08-12 07:24:29 -07:00
A. Unique TensorFlower
59192e6f5c Make validation that labels are integers. 
PiperOrigin-RevId: 326216555
 2020-08-12 06:00:31 -07:00
A. Unique TensorFlower
0fd06493cc Make sklearn classifiers in parallel. 
It's done only for those classifiers that run a significant amount of time.

PiperOrigin-RevId: 326215987
 2020-08-12 05:53:46 -07:00
Galen Andrew
37ff5d502e Add derive_metrics function to DPQuery. 
derive_metrics is a new function in the public API so customers can query aspects of the global state that change, such as the clip when using adaptive clipping.

PiperOrigin-RevId: 326174158
 2020-08-11 22:58:59 -07:00
A. Unique TensorFlower
06bb047525 Consistent string formatting. 
PiperOrigin-RevId: 326007570
 2020-08-11 06:17:36 -07:00
A. Unique TensorFlower
680aaa4499 Simple ROC curve plotting for membership inference attack results. 
PiperOrigin-RevId: 325982344
 2020-08-11 02:29:15 -07:00
Steve Chien
99afaed68e Refactor of common functions in binary and multiclass heads. 
PiperOrigin-RevId: 325957037
 2020-08-10 22:30:24 -07:00
Steve Chien
3a641e077e Add DP-enabled binary-class head and multi-class heads for Estimator. 
PiperOrigin-RevId: 325921076
 2020-08-10 17:19:54 -07:00
A. Unique TensorFlower
43a0e4be8a The new API for the membership inference attack. 
1. Colab and Keras/TF estimator integration still use the old API and will be updated in the subsequent CLs.
2. After dropping the old API in membership_inference_attack.py, membership_inference_attack_new.py will be renamed in membership_inference_attack.py.

PiperOrigin-RevId: 325823046
 2020-08-10 09:44:21 -07:00
A. Unique TensorFlower
68651eeddc Internal change. 
PiperOrigin-RevId: 325768017
 2020-08-10 02:51:11 -07:00
A. Unique TensorFlower
40419b56a3 Internal change. 
PiperOrigin-RevId: 325423652
 2020-08-07 06:12:18 -07:00
Steve Chien
5ad8676d38 Automated rollback of commit 5433436b86 
PiperOrigin-RevId: 325308999
 2020-08-06 14:19:46 -07:00
Steve Chien
5433436b86 Change GaussianSumQuery to not convert hyperparameters from Python numbers to Tensors. 
PiperOrigin-RevId: 325251302
 2020-08-06 09:56:40 -07:00
A. Unique TensorFlower
efca03b593 Internal change. 
PiperOrigin-RevId: 325249654
 2020-08-06 09:48:25 -07:00
A. Unique TensorFlower
08f960a1af Internal change. 
PiperOrigin-RevId: 325210305
 2020-08-06 05:25:58 -07:00
Steve Chien
e91c820b2a Adds a Keras optimizer version of DP-SGD. New optimizers are subclasses of tf.keras.optimizers.Optimizer and override both _compute_gradients and get_gradients. 
PiperOrigin-RevId: 325124698
 2020-08-05 21:20:59 -07:00
A. Unique TensorFlower
29651216cd Internal change. 
PiperOrigin-RevId: 324591262
 2020-08-03 12:08:41 -07:00
A. Unique TensorFlower
0a1cbb5b7b Internal change. 
PiperOrigin-RevId: 324574332
 2020-08-03 12:08:33 -07:00
Thomas O'Malley
d5e34b77c8 Allow loss to be passed as a Tensor to Optimizer.minimize 
PiperOrigin-RevId: 323895500
 2020-07-29 22:24:02 -07:00
Shuang Song
cea9e01670 A callback and a function to be called in the end of training for keras to perform membership inference attack. 
PiperOrigin-RevId: 323805663
 2020-07-29 22:23:53 -07:00
A. Unique TensorFlower
dcbfaa3f5e Internal change. 
PiperOrigin-RevId: 323529635
 2020-07-29 22:23:38 -07:00
A. Unique TensorFlower
f318fbb140 Internal change. 
PiperOrigin-RevId: 322996754
 2020-07-24 08:03:51 -07:00
Shuang Song
267ea7f90d A separate tensorboard function. 
PiperOrigin-RevId: 322820408
 2020-07-23 10:55:49 -07:00
A. Unique TensorFlower
2ec0f36d1e Added support for Keras optimizers and serialization. 
PiperOrigin-RevId: 322603030
 2020-07-22 10:29:03 -07:00
Steve Chien
87c01eb2f5 Enable optimizers to handle variables whose gradients are None. 
PiperOrigin-RevId: 322193798
 2020-07-20 11:59:20 -07:00
A. Unique TensorFlower
8ec709e3d7 Internal change. 
PiperOrigin-RevId: 321768596
 2020-07-17 06:37:46 -07:00
A. Unique TensorFlower
3549d23da3 Internal change. 
PiperOrigin-RevId: 321765113
 2020-07-17 06:07:53 -07:00
A. Unique TensorFlower
510dd207d5 Internal change. 
PiperOrigin-RevId: 321742857
 2020-07-17 02:43:53 -07:00
Shuang Song
a0e1b72838 A training hook and a function to be called in the end of training for tf estimator to perform membership inference attack. 
PiperOrigin-RevId: 321648371
 2020-07-16 14:39:09 -07:00
Galen Andrew
51eb7c3712 Add SumAggregationDPQuery to top-level symbols. 
PiperOrigin-RevId: 321185486
 2020-07-14 10:31:25 -07:00
Galen Andrew
78f29a8990 Add a version number to TF Privacy package. 
PiperOrigin-RevId: 321023649
 2020-07-13 13:37:28 -07:00
A. Unique TensorFlower
cad41f8f52 Automated rollback of commit 9408e0fca5 
PiperOrigin-RevId: 320726123
 2020-07-10 21:42:08 -07:00
Galen Andrew
9408e0fca5 Add a version number to TF Privacy package. 
PiperOrigin-RevId: 320713287
 2020-07-10 18:40:11 -07:00
Galen Andrew
4e5b2ae3e5 Add NoPrivacyQuantileEstimatorQuery to top level symbols. 
PiperOrigin-RevId: 320675305
 2020-07-10 14:21:59 -07:00
Galen Andrew
2f51adac89 Allow exact denominator for below estimate fraction used by quantile estimator. 
Also:
1) Check that records for quantile estimator query are scalars.
2) Add tests of quantile estimator with noise.
3) Add privacy ledger to no-privacy queries.
PiperOrigin-RevId: 320633937
 2020-07-10 10:56:06 -07:00
Galen Andrew
d1e2cc1930 Add NestedSumQuery for nested queries with sum aggregation. 
PiperOrigin-RevId: 320303703
 2020-07-08 18:05:04 -07:00
Timon Van Overveldt
c948e2fe7c Automated rollback of commit 3c2fbb2f63 
PiperOrigin-RevId: 318110878
 2020-06-24 12:00:46 -07:00
Galen Andrew
3c2fbb2f63 Add a version number to TF Privacy package. 
PiperOrigin-RevId: 318096109
 2020-06-24 10:50:48 -07:00
A. Unique TensorFlower
4b6a60dfdb Mention codelab in the README file. 
PiperOrigin-RevId: 318069426
 2020-06-24 08:35:01 -07:00
A. Unique TensorFlower
e38c351e8d Small fix in output of run_all_attack_summary 
PiperOrigin-RevId: 318064829
 2020-06-24 08:05:28 -07:00
A. Unique TensorFlower
06765f69f0 Minor documentation improvements. 
PiperOrigin-RevId: 318063707
 2020-06-24 07:57:52 -07:00
A. Unique TensorFlower
3658ef5dbc Updates to the membership inference codelab. 
PiperOrigin-RevId: 318061869
 2020-06-24 07:44:45 -07:00
A. Unique TensorFlower
18fe9eb3aa Updates to the codelab. 
PiperOrigin-RevId: 318054616
 2020-06-24 06:40:49 -07:00
A. Unique TensorFlower
74bd89d754 Updates to the codelab. 
PiperOrigin-RevId: 318051333
 2020-06-24 06:13:20 -07:00
A. Unique TensorFlower
c01e7b71ab Drop an old example of usage of membership infererence attack. 
PiperOrigin-RevId: 318051280
 2020-06-24 06:12:49 -07:00
A. Unique TensorFlower
e40a35f9c0 Updates to the membership inference codelab. 
PiperOrigin-RevId: 318049409
 2020-06-24 05:57:39 -07:00
A. Unique TensorFlower
c07e87d0b5 Adds an end-to-end codelab that trains a model and evaluates it for privacy risks. 
PiperOrigin-RevId: 318032025
 2020-06-24 03:00:24 -07:00
A. Unique TensorFlower
88dd8771bf Open sourcing membership inference attack. 
PiperOrigin-RevId: 317958055
 2020-06-23 16:12:08 -07:00
A. Unique TensorFlower
1fb9b80d90 Internal refactor 
PiperOrigin-RevId: 317955791
 2020-06-23 16:07:05 -07:00
Galen Andrew
8efc44b395 Remove initial_sample_state from GaussianSumQuery. It is the same in the base class. 
PiperOrigin-RevId: 315303883
 2020-06-08 10:34:09 -07:00
Galen Andrew
cec011e2a7 Refactor quantile estimation logic from QuantileAdaptiveClipSumQuery so it can be used for other purposes. 
PiperOrigin-RevId: 315297665
 2020-06-08 10:07:01 -07:00
Steve Chien
261ab4f28e Change another copyright year for internal test. 
PiperOrigin-RevId: 315032489
 2020-06-05 18:38:26 -07:00
Steve Chien
35c4b4678e Update copyright year as part of internal test. 
PiperOrigin-RevId: 315027483
 2020-06-05 18:36:03 -07:00
A. Unique TensorFlower
da9fb28b37 Expose differentially private RMSPropOptimizer. 
PiperOrigin-RevId: 311072544
 2020-05-12 00:09:29 -07:00
Steve Chien
10335f6177 Refactor MNIST tutorials and create new TPU tutorial: 
1. Move common code to new file mnist_dpsgd_tutorial_common.py.
2. Move epsilon computation function out of binary into its own library.
3. Create new TPU tutorial.

PiperOrigin-RevId: 310409308
 2020-05-07 12:05:50 -07:00
A. Unique TensorFlower
319bf81bb1 Setting correct argument in super() call in DPOptimizerClass. 
PiperOrigin-RevId: 308776729
 2020-04-28 00:37:59 -07:00
A. Unique TensorFlower
9259ccb3d8 Do not record gradient_tape on gradient calculation. 
PiperOrigin-RevId: 308772699
 2020-04-27 23:57:23 -07:00
Keith Rush
463868e796 Relaxes dtype assumption in Gaussian DP sum query. 
PiperOrigin-RevId: 307846823
 2020-04-22 10:37:01 -07:00
A. Unique TensorFlower
c5c807807f Add assert that the training is private. 
In Keras training in TF 2.0+, compute_gradients() is not called but apply_gradients() is called. W/o calling compute_gradients() dp gradient is not computed, and a normal gradient is used.

PiperOrigin-RevId: 307822742
 2020-04-22 08:35:41 -07:00
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
Shuang Song
0c2747462f Internal change. 
PiperOrigin-RevId: 302557220
 2020-03-23 17:41:25 -07:00
A. Unique TensorFlower
2301931725 Fix issue with importing tensorflow.compat.v1. 
PiperOrigin-RevId: 300175680
 2020-03-10 14:16:46 -07:00
A. Unique TensorFlower
6541960e79 Automated refactoring to make code Python 3 compatible. 
PiperOrigin-RevId: 299961805
 2020-03-09 16:19:53 -07:00
A. Unique TensorFlower
e002cc9a23 Automated refactoring to make code Python 3 compatible. 
PiperOrigin-RevId: 299951850
 2020-03-09 15:35:52 -07:00
A. Unique TensorFlower
fa9ed85f37 Automated refactoring to make code Python 3 compatible. 
PiperOrigin-RevId: 299935369
 2020-03-09 14:26:58 -07:00
A. Unique TensorFlower
f3672adf80 Explicitly disable Tensorflow v2 behaviors for all TF1.x binaries and tests 
PiperOrigin-RevId: 299397784
 2020-03-06 11:29:06 -08:00
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
b9b2e8670f
Move doc str below functions 2020-02-21 09:30:30 -05:00
Galen Andrew
945075a136 Fix num_records in quantile_adaptive_clip_sum_query_test. 
PiperOrigin-RevId: 292995170
 2020-02-07 10:19:08 -08:00
Galen Andrew
9bb3c1e6d8 A few new features for QuantileAdaptiveClipSumQuery. 
1. Remove redundant global_state.l2_norm_clip from QuantileAdaptiveClipSumQuery.
2. Simplify accumulation code by deriving from SumAggregationDPQuery.
3. Add geometric update option to QuantileAdaptiveClipAverageQuery.

PiperOrigin-RevId: 292442733
 2020-02-07 10:18:57 -08:00
Yanhua Sun
856eda3aa1 Explicitly replace "import tensorflow" with "tensorflow.compat.v1" 
PiperOrigin-RevId: 290355582
 2020-02-07 10:18:46 -08:00
woodyx218
7b72e8a11b
Add files via upload 2020-01-22 10:29:25 +08:00
woodyx218
2ef5c6e332
Add files via upload 2020-01-19 20:29:37 +08:00
woodyx218
0b01471497
Delete GDprivacy_accountants.py 2020-01-19 20:28:05 +08:00
Keith Rush
a8a2d91795 Move TF privacy off contrib. 
PiperOrigin-RevId: 289953826
 2020-01-15 15:47:21 -08:00
Galen Andrew
c80a862ae2 Remove tf.contrib.framework. 
PiperOrigin-RevId: 289487098
 2020-01-13 11:48:35 -08:00
woodyx218
cbce4540d3
Initial commit 2020-01-02 16:36:31 +08:00
Galen Andrew
8d98c3433b Add geometric updating for quantile-based adaptive clipping. 
PiperOrigin-RevId: 285799976
 2019-12-16 10:29:50 -08:00
Steve Chien
d69879d360 Changes to make Tensorflow Privacy compatible with TF 2.0. 
PiperOrigin-RevId: 277561553
 2019-10-30 12:33:02 -07:00
Steve Chien
2007aac912 Allow compute_dp_sgd_privacy to be called as library function. 
PiperOrigin-RevId: 275966906
 2019-10-21 18:10:05 -07:00
Steve Chien
1ce8cd4032 Restructure TF Privacy to be more in line with other repos in the TF ecosystem. 
PiperOrigin-RevId: 274674077
 2019-10-14 15:29:52 -07:00
Steve Chien
6c03ce49fd Add tensorflow_privacy/ to list of git_files. 
PiperOrigin-RevId: 274022715
 2019-10-10 13:09:04 -07:00
Steve Chien
b125e3a686 Add new top-level directory to GitHub repo, and add __init__.py file at top level. This makes the structure more consistent with other repos in the Google Tensorflow ecosystem. 
PiperOrigin-RevId: 273803458
 2019-10-09 13:15:10 -07:00
Steve Chien
313edfc80c Update setup.py to new release. 
PiperOrigin-RevId: 273569076
 2019-10-09 13:14:59 -07:00