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Author SHA1 Message Date
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
Nicholas Carlini
28b8a80924 Add InstaHide Attack paper to research folder 2020-12-05 01:20:49 +00:00
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
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