626_privacy/tensorflow_privacy
2
0
Fork 1
Code Issues Pull requests 1 Projects Releases Packages Wiki Activity Actions
854 commits 2 branches 0 tags 3.1 MiB
Commit graph

854 commits

This branch
This branch
All branches
Author SHA1 Message Date
Fabien Hertschuh
fc2c15ab21 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: 437818180
 2022-03-28 12:00:58 -07:00
Steve Chien
70ab071e23 In dp_optimizer_keras.py, set the default value of unconnected gradients to be 'zero'. 
PiperOrigin-RevId: 435759367
 2022-03-18 16:10:24 -07:00
A. Unique TensorFlower
d21e492be6 [Py Accounting] Add typing annotations in RDP accounting. 
PiperOrigin-RevId: 435703861
 2022-03-18 12:20:03 -07:00
A. Unique TensorFlower
adde2064dd Remove dependence on six and use super() in rdp_privacy_accountant 
PiperOrigin-RevId: 434668652
 2022-03-14 23:24:33 -07:00
A. Unique TensorFlower
42df23eb79 Add Laplace DpEvent 
PiperOrigin-RevId: 432475405
 2022-03-04 10:14:36 -08:00
Shuang Song
2c65cc7910 In binary log loss for membership inference attack, allow prediction to have shape (n, 1). 
PiperOrigin-RevId: 432267275
 2022-03-03 13:17:49 -08:00
Shuang Song
767788e9cf Adds per-example membership scores to trained attackers. 
PiperOrigin-RevId: 431615160
 2022-02-28 23:52:21 -08:00
Steve Chien
a33afde0c1 Add ability to specify number of microbatches in DPModel class. 
PiperOrigin-RevId: 430358084
 2022-02-22 20:32:05 -08:00
Steve Chien
bfdcb7f64f Update version number to 0.8.0. 
PiperOrigin-RevId: 430268000
 2022-02-22 12:19:05 -08:00
Shuang Song
ec7d44237c Allow customized loss functions for membership inference attack. 
PiperOrigin-RevId: 430267951
 2022-02-22 12:17:56 -08:00
Peter Kairouz
39fa1d361f Add DistributedSkellamSumQuery symbol to public API. 
PiperOrigin-RevId: 430261878
 2022-02-22 11:52:54 -08:00
Shuang Song
12541c23d4 Fix MIA readme: labels are not needed in basic usage. 
PiperOrigin-RevId: 430230630
 2022-02-22 09:37:42 -08:00
Shuang Song
7d5a57f0a8 An example for running secret sharer on image classification model. 
PiperOrigin-RevId: 430083697
 2022-02-21 14:04:51 -08:00
Shuang Song
04dd758c8a In secret generation for secret sharer, use np.random.RandomState. Restructure generate_secrets. 
PiperOrigin-RevId: 430082580
 2022-02-21 13:54:09 -08:00
Peter Kairouz
89de03e0db Adds DistributedSkellamQuery to public TF Privacy. 
PiperOrigin-RevId: 429664212
 2022-02-18 15:48:20 -08:00
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
2d692bbf73 Update the direct scipy dependency to ~=1.5.0. 
PiperOrigin-RevId: 429122811
 2022-02-16 23:27:57 +00:00
Michael Reneer
8544af2500 Update the Python dependency for sklearn package. 
PiperOrigin-RevId: 428896276
 2022-02-16 23:27:43 +00:00
Shuang Song
11b4c318a2 Add links to secret sharer colab. 
PiperOrigin-RevId: 428844473
 2022-02-16 23:27:32 +00:00
Michael Reneer
c8a49e1039 Update the direct TensorFlow dependency to ~=2.4. 
This means that we would accept a hot fix and a new minor version , but not accept major version changes without releasing TFP.

PiperOrigin-RevId: 428811702
 2022-02-16 23:27:21 +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
Francois Chollet
085b7ddfec Remove deprecated TF1 Layer APIs apply(), get_updates_for(), get_losses_for(), and remove the inputs argument in the add_loss() method. 
PiperOrigin-RevId: 428134172
 2022-02-11 18:35:49 -08:00
Shuang Song
560926ea22 Functions for advanced MIAs. 
PiperOrigin-RevId: 428111799
 2022-02-11 16:06:47 -08:00
Michael Reneer
13a79f419f Update the direct tensorflow-probability dependency to ~=0.15.0. 
This means that we would accept a hot fix, but not accept major or minor version changes without releasing TFP.

PiperOrigin-RevId: 428025242
 2022-02-11 09:52:00 -08:00
Michael Reneer
8d20ae7c3b Update the direct tensorflow-datasets dependency to ~=4.5.2. 
This means that we would accept a hot fix, but not accept major or minor version changes without releasing TFP.

PiperOrigin-RevId: 428023939
 2022-02-11 09:46:04 -08:00
Michael Reneer
f393322593 Automated rollback of commit 823aacb315 
PiperOrigin-RevId: 428022174
 2022-02-11 09:37:34 -08:00
Michael Reneer
823aacb315 Delete the direct tensorflow-probability. 
PiperOrigin-RevId: 428020273
 2022-02-11 09:28:51 -08:00
Michael Reneer
9d59eabd40 Add direct sklearn dependency. 
PiperOrigin-RevId: 427925353
 2022-02-10 22:33:02 -08:00
Michael Reneer
592ed995f1 Update the direct scipy dependency to ~=1.2.1. 
This means that we would accept a hot fix, but not accept major or minor version changes without releasing TFP.

PiperOrigin-RevId: 427916084
 2022-02-10 21:19:53 -08:00
Michael Reneer
93bd134947 Add direct pandas dependency. 
PiperOrigin-RevId: 427915591
 2022-02-10 21:15:39 -08:00
Michael Reneer
28f8a5ff61 Add direct numpy dependency. 
PiperOrigin-RevId: 427915040
 2022-02-10 21:10:52 -08:00
Michael Reneer
1f229dbaf5 Update the direct attrs dependency to ~=21.2.0. 
This means that we would accept a hot fix, but not accept major or minor version changes without releasing TFP.

PiperOrigin-RevId: 427914787
 2022-02-10 21:08:42 -08:00
Michael Reneer
6aa31d95dd Add direct matplotlib dependency. 
PiperOrigin-RevId: 427914629
 2022-02-10 21:06:59 -08:00
Michael Reneer
d1e045ed88 Add direct absl-py dependency. 
PiperOrigin-RevId: 427914169
 2022-02-10 21:04:06 -08:00
Francois Chollet
cd38172f35 Remove usage of deprecated layer method. 
PiperOrigin-RevId: 427339701
 2022-02-08 17:45:45 -08:00
Michael Reneer
bb153c1f9d Internal 
PiperOrigin-RevId: 427327078
 2022-02-08 16:44:37 -08:00
Michael Reneer
28db674240 Ensure that TF 1.0 API is referenced at the call site in TensorFlow Privacy. 
This change makes it easy to search for usage of TF 1.0 API and updates the TF imports across TFP to be written consistently.

PiperOrigin-RevId: 427043028
 2022-02-07 16:06:22 -08:00
Michael Reneer
5dc3475e17 Fix lint errors in tensorflow_privacy/tutorials/walkthrough/README.md. 
PiperOrigin-RevId: 427030504
 2022-02-07 15:17:11 -08:00
Shuang Song
ceced43d0b For seq2seq MIA test, call threshold attacker directly. 
PiperOrigin-RevId: 426941426
 2022-02-07 09:46:03 -08:00
Zheng Xu
2fe51d2eeb Minor fix of tree aggregation accounting docstring. 
PiperOrigin-RevId: 426398939
 2022-02-04 07:32:22 -08:00
Michael Reneer
c3e7f08fa5 Update to import TF 2.0 in many TensorFlow Privacy Python modules. 
PiperOrigin-RevId: 425901093
 2022-02-02 09:17:30 -08:00
Michael Reneer
778c804d1b Delete unused TF 1.0 API in TensorFlow Privacy. 
PiperOrigin-RevId: 425900761
 2022-02-02 09:16:06 -08:00