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Author SHA1 Message Date
Zheng Xu
c5f35b3ca1 Try to fix flakiness by reducing the number of query construction. 
PiperOrigin-RevId: 395552656
 2021-09-08 13:59:15 -07:00
Galen Andrew
06eef51369 New version 0.7.3 
PiperOrigin-RevId: 395263672
 2021-09-07 09:24:02 -07:00
Zheng Xu
a20cbf9578 RDP for tree aggregation. See "Practical and Private (Deep) Learning without Sampling or Shuffling" https://arxiv.org/abs/2103.00039 for more details. See tests for example usage for calculating epsilon. 
PiperOrigin-RevId: 394770205
 2021-09-03 15:42:46 -07:00
A. Unique TensorFlower
b7249e6ab2 Update narrative content. 
PiperOrigin-RevId: 394558889
 2021-09-02 15:38:13 -07:00
A. Unique TensorFlower
fc7504efca Slight language adjustments 
PiperOrigin-RevId: 394363646
 2021-09-01 19:00:53 -07:00
Anirudh Sriram
bb5ca9277b TF Privacy launch cleanup 
PiperOrigin-RevId: 394262183
 2021-09-01 10:29:34 -07:00
Zheng Xu
e99fb7ea9b Try to fix flaky tree_aggregation_query_test.test_noisy_cumsum_and_state_update. 
PiperOrigin-RevId: 394248815
 2021-09-01 09:30:01 -07:00
Galen Andrew
7e7736ea91 Add DpEvent to return value of get_noised_result. For most DPQueries, the default UnsupportedDpEvent is returned, pending further development. 
PiperOrigin-RevId: 394137614
 2021-08-31 19:28:13 -07:00
Zheng Xu
6ac4bc8d01 Define RestartQuery for easy composition to restart tree in tree aggregation queries. 
PiperOrigin-RevId: 394106175
 2021-08-31 16:07:26 -07:00
Galen Andrew
789a05df63 Add DpEvent to TFP public symbols. 
PiperOrigin-RevId: 394010603
 2021-08-31 08:41:56 -07:00
Steve Chien
3059fbae67 Fix heterogeneous spellings of "heterogeneous". 
PiperOrigin-RevId: 393881235
 2021-08-30 16:46:05 -07:00
Mark Daoust
54f1887b10 Use from tensorflow_privacy import v1 so v1 is visible to the api-generator. 
PiperOrigin-RevId: 393866702
 2021-08-30 15:28:15 -07:00
Zheng Xu
5edea5863c Add STDDEV to the state of random noise generator, which will be used to enable adaptive clipping norm in tree aggregation queries. 
PiperOrigin-RevId: 393851743
 2021-08-30 14:17:28 -07:00
Galen Andrew
07c248d868 Adds NeighboringRelation to Accountant and clarifies FixedBatchSample events to be with or without replacement. 
PiperOrigin-RevId: 393459878
 2021-08-27 17:33:40 -07:00
Galen Andrew
48e4836a36 Remove deleted compute_rdp_from_ledger from public symbols. 
PiperOrigin-RevId: 393161824
 2021-08-26 10:58:52 -07:00
Galen Andrew
d9236d5619 Remove PrivacyLedger which will soon be replaced by DpEvent and PrivacyAccountant. 
PiperOrigin-RevId: 393147667
 2021-08-26 10:00:15 -07:00
Galen Andrew
0e04e1baeb Adding NonPrivateDpEvent and UnsupportedDpEvent. 
PiperOrigin-RevId: 393028308
 2021-08-25 19:07:18 -07:00
Galen Andrew
9b48c81b6a Minor cleanup. 
PiperOrigin-RevId: 392982022
 2021-08-25 14:35:39 -07:00
Galen Andrew
433b66b316 New DpEvent/PrivacyAccountant libraries. 
PiperOrigin-RevId: 392977699
 2021-08-25 14:16:41 -07:00
Zheng Xu
853b18929d Move TreeRangeSumQuery to its own module. This is the first step, will remove the function in the old module after a TFP release. 
PiperOrigin-RevId: 392776774
 2021-08-24 16:51:55 -07:00
Galen Andrew
477b5b2899 Remove declaration of dependency on tensorflow. 
PiperOrigin-RevId: 392683668
 2021-08-24 09:39:25 -07:00
Mark Daoust
ce9e002529 Remove --gen_report flag. 
This will be the default behavior.

PiperOrigin-RevId: 392643474
 2021-08-24 05:57:46 -07:00
Wennan Zhu
b9e4cf1a20 Automated rollback of commit 0600fa26a2 
PiperOrigin-RevId: 392126244
 2021-08-20 21:35:49 -07:00
Zheng Xu
ef83391ce6 Use tree aggregation noise for quantile estimation. 
PiperOrigin-RevId: 391928297
 2021-08-19 23:56:41 -07:00
Michael Reneer
0600fa26a2 Automated rollback of commit d9a7596815 
PiperOrigin-RevId: 391885401
 2021-08-19 17:57:10 -07:00
A. Unique TensorFlower
d9a7596815 Remove deprecated CentralTreeSumQuery and DistributedTreeSumQuery. They are replaced by TreeRangeSumQuery 
PiperOrigin-RevId: 390449215
 2021-08-12 13:39:00 -07:00
Zheng Xu
50673fec40 Minor fix for the nondeterministic seed of tree_aggregation.GaussianNoiseGenerator. The previous log results won't change much, while one seed is probably good enough. 
PiperOrigin-RevId: 390412713
 2021-08-12 11:03:14 -07:00
Zheng Xu
b8c1ba72cd Change default restarter state in tree_aggregation_query to empty tuple as None type is not compatible with TFF. 
PiperOrigin-RevId: 390278173
 2021-08-11 20:20:49 -07:00
Zheng Xu
b4c04093cf Restart the tree state in tree related DPQuery for streaming data: a general abstract class and an instance of restarting every a few rounds. 
PiperOrigin-RevId: 390244330
 2021-08-11 16:29:18 -07:00
Galen Andrew
f44dcb8760 Add tensorflow and tensorflow-datasets to setup/requirements. 
PiperOrigin-RevId: 390171562
 2021-08-11 10:54:46 -07:00
Galen Andrew
fbaa55cc43 Add dependency on tensorflow probability. 
PiperOrigin-RevId: 389962756
 2021-08-10 13:23:31 -07:00
A. Unique TensorFlower
dad4ff0a58 Add the measure privacy page to the external Tensorflow Responsible AI Guide. 
PiperOrigin-RevId: 389961385
 2021-08-10 13:18:29 -07:00
A. Unique TensorFlower
26f3d8368f Add the getting started page to the external Tensorflow Responsible AI Guide. 
PiperOrigin-RevId: 389961144
 2021-08-10 13:17:27 -07:00
Galen Andrew
c447a1a3c2 Bump version number. 
PiperOrigin-RevId: 389959093
 2021-08-10 13:08:24 -07:00
Mark Daoust
b19e0b197a Implement the membership inference attach using a keras-callback. 
PiperOrigin-RevId: 389741018
 2021-08-09 15:38:44 -07:00
Ken Liu
f3af24b00e Adds central discrete Gaussian DPQuery. 
PiperOrigin-RevId: 389467360
 2021-08-08 03:43:23 -07:00
A. Unique TensorFlower
aa3f841893 In TreeRangeSumQuery.preprocess_record, move the reshaping operation before applying inner_query.preprocess_record. The change is due to the newly checked-in DistributedDiscreteGaussianSumQuery whose preprocess_record requires explicit shape information during tracing. 
PiperOrigin-RevId: 389392878
 2021-08-07 11:21:32 -07:00
A. Unique TensorFlower
11900acf9b Fixed the previous bug that get_noised_result does not map inner_query's get_noised_result to the input record and updates global_state. 
PiperOrigin-RevId: 388153296
 2021-08-01 23:13:20 -07:00
A. Unique TensorFlower
2672559471 (1) Merge CentralTreeSumQuery and DistributedTreeSumQuery into one DPQuery to modularize things. The new query takes in an inner_query argument. Depending on the behavior of inner query, the query will follow central DP or distributed DP. 
(2) Remove the hard-coded L1 clipping and replace with norm bound checking in the inner query. This design allows us to use whatever clipping factory we want outside the DPQuery.

PiperOrigin-RevId: 387398741
 2021-07-28 11:40:15 -07:00
Keith Rush
eef5810d94 Automated rollback of commit 4d335d1b69 
PiperOrigin-RevId: 387254617
 2021-07-27 20:04:28 -07:00
A. Unique TensorFlower
4d335d1b69 (1) Merge CentralTreeSumQuery and DistributedTreeSumQuery into one DPQuery to modularize things. The new query takes in an inner_query argument. Depending on the behavior of inner query, the query will follow central DP or distributed DP. 
(2) Remove the hard-coded L1 clipping and replace with norm bound checking in the inner query. This design allows us to use whatever clipping factory we want outside the DPQuery.

PiperOrigin-RevId: 387236482
 2021-07-27 17:42:37 -07:00
Ken Liu
e7e11d14d9 Adds discrete Gaussian (sampler and distributed DPQuery) to public TF Privacy. 
PiperOrigin-RevId: 387232449
 2021-07-27 17:18:16 -07:00
Steve Chien
2f862eba9b Move TensorFlow v1 imports to their own __init__.py file in a new subdirectory. 
PiperOrigin-RevId: 387156295
 2021-07-27 11:28:42 -07:00
A. Unique TensorFlower
2cafe28d8d The previous version uses tf.nest.map_structure to apply add_noise to a tf.RaggedTensor. This causes a bug when used in tensorflow federated because tf.nest.map_structure will also map add_noise to the tensor for shape information in tf.RaggedTensor. This causes failure when tff conducts automatic type conversion. 
Also use fixed random seed to avoid flaky timeouts and testing failures.

PiperOrigin-RevId: 384573740
 2021-07-13 16:14:15 -07:00
Galen Andrew
7f44b02456 Increment version number. 
PiperOrigin-RevId: 384507585
 2021-07-13 11:14:18 -07:00
A. Unique TensorFlower
caf6f36b80 (1) add CentralTreeSumQuery and DistributedTreeSumQuery to tree_aggregation_query.py. (2) move build_tree_from_leaf to tree_aggregation_query.py together with CentralTreeSumQuery. 
PiperOrigin-RevId: 383511025
 2021-07-07 15:55:22 -07:00
Kuangyuan Chen
d6aa796684 Automated rollback of commit 4326014a0e 
PiperOrigin-RevId: 383505647
 2021-07-07 15:26:23 -07:00
Steve Chien
4326014a0e Move TensorFlow v1 imports to their own __init__.py file in a new subdirectory. 
PiperOrigin-RevId: 383485268
 2021-07-07 13:45:38 -07:00
Steve Chien
beed219d20 Update docstring for DPModel class. 
PiperOrigin-RevId: 382855055
 2021-07-02 20:04:25 -07:00
Steve Chien
45c935832a Update docstrings for all DP optimizer classes. 
PiperOrigin-RevId: 382811363
 2021-07-02 14:18:44 -07:00