amad-person
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31c747cdd8
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Use hard-coded attack input for the metadata calculation test
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2020-12-02 21:17:45 +08:00 |
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amad-person
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6c7d607e65
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Move initialization for privacy_report_metadata to args
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2020-11-27 18:03:18 +08:00 |
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amad-person
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981d5a95f5
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Return loss, accuracy instead of updating args
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2020-11-27 11:59:06 +08:00 |
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amad-person
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eb215072bc
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Compute and populate PrivacyReportMetadata fields
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2020-11-25 16:06:37 +08:00 |
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amad-person
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46bee91cda
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Refactor seq2seq logic and tests into separate files
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2020-11-24 14:52:12 +08:00 |
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A. Unique TensorFlower
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35a8096173
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Merge pull request #137 from amad-person:add_seq2seq_mia_attacks
PiperOrigin-RevId: 343047622
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2020-11-18 03:26:24 -08:00 |
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amad-person
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b25808cfbe
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Remove call to _get_slicing_spec in run_seq2seq_attack
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2020-11-14 02:13:11 +08:00 |
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Aadyaa Maddi
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641c4dd98c
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Add comment to explain support for LR
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2020-11-13 12:20:30 +08:00 |
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David Marn
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caf71c11bc
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Bugfix for logits_or_probs with an accompanying test.
PiperOrigin-RevId: 341604420
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2020-11-10 06:08:21 -08:00 |
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amad-person
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bfc5ef333a
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Fix type annotation
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2020-11-08 22:02:26 +08:00 |
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amad-person
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afe3944b1d
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Fix nits
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2020-11-08 21:59:05 +08:00 |
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amad-person
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ed2bdcadfa
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Add codelab for membership inference on seq2seq models
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2020-11-06 16:53:29 +08:00 |
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amad-person
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16c36e4819
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Add tests for membership inference attacks on seq2seq models
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2020-11-06 16:49:54 +08:00 |
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amad-person
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2355e13f44
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Add tests for rank generation
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2020-11-06 16:48:44 +08:00 |
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amad-person
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4db54d9485
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Add tests for Seq2SeqAttackInputData
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2020-11-06 16:46:57 +08:00 |
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amad-person
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d1c1746cdb
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Add membership inference attack for seq2seq models
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2020-11-06 16:44:52 +08:00 |
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amad-person
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cd57910e5c
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Add rank generation code
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2020-11-06 16:43:46 +08:00 |
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amad-person
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9f07f2a871
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Add Seq2SeqAttackInputData data structure
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2020-11-06 16:42:31 +08:00 |
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Steve Chien
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f0daaf085f
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Minor update to mnist_lr_tutorial.py to avoid (some) deprecated items.
PiperOrigin-RevId: 339327388
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2020-10-27 14:16:12 -07:00 |
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A. Unique TensorFlower
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67f7f35383
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Merge pull request #131 from lwsong:master
PiperOrigin-RevId: 339012372
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2020-10-26 04:24:55 -07:00 |
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Liwei Song
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6e929da966
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add test case for entropy attack
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2020-10-23 09:30:09 -04:00 |
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Liwei Song
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893b615d72
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use logical AND
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2020-10-23 08:58:49 -04:00 |
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Liwei Song
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0fa87d200c
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update slicing test
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2020-10-21 17:07:53 -04:00 |
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Liwei Song
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a41d6aace7
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add threshold-entropy attack
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2020-10-21 16:41:20 -04:00 |
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David Marn
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1981ebe2f2
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Adds the TF Privacy Report codelab.
PiperOrigin-RevId: 338222024
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2020-10-21 01:52:53 -07:00 |
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Vadym Doroshenko
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4143957701
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Fixed train/test_size calculation.
PiperOrigin-RevId: 337886488
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2020-10-19 10:38:11 -07:00 |
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Yurii Sushko
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19ae5c9669
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Fix broken codelab link
PiperOrigin-RevId: 337095513
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2020-10-14 08:28:17 -07:00 |
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David Marn
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d1a8a6cfda
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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
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2020-10-14 04:41:35 -07:00 |
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Steve Chien
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a8aa0d5d96
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Update main README.md with pip installation directions and TF 2 announcement.
PiperOrigin-RevId: 336957862
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2020-10-13 14:36:36 -07:00 |
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David Marn
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1281d0c63e
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Adds an option to balance train and test AttackInputData and stratifies the train-test split.
PiperOrigin-RevId: 336609893
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2020-10-12 00:43:16 -07:00 |
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Steve Chien
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d703168de2
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Add TF1-compatible version of DP canned estimators, and some small cleanup..
PiperOrigin-RevId: 335954269
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2020-10-07 14:31:53 -07:00 |
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David Marn
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703cd413c6
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Introduces an AttackResultsCollection class for the ML Privacy report.
PiperOrigin-RevId: 335858822
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2020-10-07 06:59:26 -07:00 |
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Peter Kairouz
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e19c53a78c
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Add a function to compute RDP under heterogeneous applications of the subsampled Gaussian mechanism.
PiperOrigin-RevId: 335706732
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2020-10-06 13:20:34 -07:00 |
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David Marn
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ab1090717c
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Internal change.
PiperOrigin-RevId: 335385162
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2020-10-05 03:54:20 -07:00 |
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Vadym Doroshenko
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9a56402c0d
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Removing leftovers from the old API.
PiperOrigin-RevId: 334792006
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2020-10-01 05:13:33 -07:00 |
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A. Unique TensorFlower
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a579cc4afc
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BUILD cleanups
PiperOrigin-RevId: 334666492
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2020-09-30 13:27:37 -07:00 |
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Shuang Song
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20d0b884ba
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Move to new API.
PiperOrigin-RevId: 334434385
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2020-09-29 12:16:06 -07:00 |
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Shuang Song
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bca2baae8d
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Remove old API.
PiperOrigin-RevId: 334406920
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2020-09-29 10:19:37 -07:00 |
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David Marn
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78d30a0424
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Refactors the pd_dataframe calculation to avoid hard-coded strings.
PiperOrigin-RevId: 334334080
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2020-09-29 02:15:34 -07:00 |
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David Marn
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c30c3fcb7a
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Adds plots for multiple model labels to the ML Privacy Report.
PiperOrigin-RevId: 334179759
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2020-09-28 09:59:37 -07:00 |
|
Steve Chien
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837e014107
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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
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2020-09-24 16:14:49 -07:00 |
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Shuang Song
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7c53757250
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Option for plotting attack results in the same figure.
PiperOrigin-RevId: 333225502
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2020-09-22 22:12:00 -07:00 |
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Yurii Sushko
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677b3d9e9a
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Quick docs fix.
PiperOrigin-RevId: 332061086
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2020-09-16 12:21:44 -07:00 |
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Yurii Sushko
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78f76fac31
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Add a note about API update to the docs.
PiperOrigin-RevId: 332057406
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2020-09-16 12:04:27 -07:00 |
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David Marn
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942ad89da7
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Adds the feedback from to the readme.
PiperOrigin-RevId: 331956759
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2020-09-16 01:42:25 -07:00 |
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David Marn
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70f9585a24
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Adds Privacy vs Utility charts to the Privacy Report for a single model.
PiperOrigin-RevId: 331720083
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2020-09-15 01:30:21 -07:00 |
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David Marn
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fc38e3f733
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Modifies Privacy Report metadata and adds an epoch chart.
PiperOrigin-RevId: 331326000
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2020-09-12 09:11:45 -07:00 |
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Vadym Doroshenko
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f44b63eb78
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Add probabilities to AttackInputData.
PiperOrigin-RevId: 330723370
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2020-09-09 08:05:52 -07:00 |
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A. Unique TensorFlower
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6312a853d8
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Merge pull request #119 from lwsong:master
PiperOrigin-RevId: 330658958
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2020-09-08 22:44:06 -07:00 |
|
Vadym Doroshenko
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8f3a61b50d
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Fixing calculating loss on logits.
PiperOrigin-RevId: 329966058
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2020-09-03 12:06:29 -07:00 |
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