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Author SHA1 Message Date
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
Steve Chien
f0daaf085f Minor update to mnist_lr_tutorial.py to avoid (some) deprecated items. 
PiperOrigin-RevId: 339327388
 2020-10-27 14:16:12 -07:00
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
Steve Chien
a8aa0d5d96 Update main README.md with pip installation directions and TF 2 announcement. 
PiperOrigin-RevId: 336957862
 2020-10-13 14:36:36 -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