apunkt/ai-privacy-toolkit
1
0
Fork 0
mirror of https://github.com/IBM/ai-privacy-toolkit.git synced 2026-05-06 10:32:38 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions
138 commits 9 branches 4 tags 2.3 MiB
Commit graph

103 commits

Author SHA1 Message Date
abigailt
51340fa554 Initial commit. Tests not yet passing. 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2023-05-29 21:44:51 +03:00
abigailgold
8a9ef80146
Increase version to 0.2.0 (#74) 
* Remove tensorflow dependency if not using keras model
* Remove xgboost dependency if not using xgboost model
* Documentation updates

Signed-off-by: abigailt <abigailt@il.ibm.com>
 2023-05-08 12:50:55 +03:00
andersonm-ibm
782edabd58
Add dataset privacy risk assessment example notebook. (#73) 
* Add dataset assessment notebook and reference to module from project README

Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
 2023-05-04 12:21:42 +03:00
Maya Anderson
dbb958f791 Merge pull request #71 from IBM/dataset_assessment 
Add AI privacy Dataset assessment module with two attack implementations.

Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
 2023-03-20 14:21:29 +02:00
abigailgold
d52fcd0041
Formatting (#68) 
Fix most flake/lint errors and ignore a few others

Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-12-25 15:13:57 +02:00
abigailt
a76c3d2714 Fix random state to make tests pass 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-12-21 09:51:49 +02:00
abigailt
ba88bc09ba Add option for non-stratified split in minimizer 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-12-21 09:23:19 +02:00
Maya Anderson
89bdcfc00e Prepare project for CI: cleanup dependencies, fix test data location, cleanup assert. 
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
 2022-12-20 16:00:36 +02:00
abigailt
805a489201 Add method to get predict function from blackbox classifier, add loss and optimizer params for pytorch models to generate shadow models 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-11-09 14:42:55 +02:00
abigailt
44d012857f Add loss and optimizer as properties 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-10-19 17:29:40 +03:00
abigailt
64038f76f9 Merge with main 2022-08-01 18:12:03 +03:00
abigailt
dc5cc793ee Merge with main 2022-08-01 18:11:34 +03:00
abigailt
a9e2a35e18 Add support for xgboost XGBClassifier (#53) 2022-07-28 17:21:24 +03:00
olasaadi
74ce92acc4 fix 2022-07-26 18:37:44 +03:00
abigailt
a13415ad67 Externalize BlackboxClassifier dataset (x and predictions) 2022-07-25 16:31:45 +03:00
abigailt
fb534f7a0f BlackboxClassifier based on predictions to work with DatasetWithPredictions 2022-07-25 16:31:45 +03:00
abigailt
77a6e08c8e Keras regression support 2022-07-24 18:45:50 +03:00
Ron Shmelkin
15d7008224
remove self from array2numpy and array2torch_tensor functions 2022-07-24 15:32:09 +03:00
Ron Shmelkin
c77e34e373
update pytorch wrapper to use torch loaders 
fix tests
and dataset style
 2022-07-24 14:31:47 +03:00
olasaadi
fdc6005fce add validation set 2022-07-22 01:01:45 +03:00
olasaadi
65388da605 fix docstring 2022-07-20 18:39:53 +03:00
olasaadi
c2c7a01078 fix bug 2022-07-20 18:36:58 +03:00
olasaadi
6f69f5557b fix bug 2022-07-20 18:29:48 +03:00
olasaadi
3bf26b67d2 fix 2022-07-20 17:36:00 +03:00
abigailt
a7d156660e Wrap predict method in BlackBoxClassifierPredictMethod to avoid exception in ART when supplied method returns scalars 2022-07-20 13:33:19 +03:00
abigailt
1cc73b3da1 Check for mismatch between model output type and actual output 2022-07-20 13:33:19 +03:00
abigailt
bc7ab0cc7f Add model type to blackbox classifier (#49) 2022-07-20 13:33:19 +03:00
olasaadi
4973fbebc6 fix 2022-07-19 21:16:39 +03:00
abigailt
bc28f7f26a Return None where no predictions are available 2022-07-12 09:47:32 +03:00
abigailgold
00f9c16863
Support additional use cases for data (#46) 
* Make ART black box classifier not apply preprocessing to data
* Add option to store predictions (in addition to x,y) in Dataset and Data classes
 2022-07-11 14:28:09 +03:00
Shlomit Shachor
e25e58b253
enhance calculation of nb classes + tests (#45) 
* update get_nb_classes method to handle 1-hot and scalar input
 2022-07-05 11:32:17 +03:00
olasaadi
07e64b1f86 fix 2022-07-04 12:58:35 +03:00
olasaadi
af7d615628 fix 2022-07-04 12:55:58 +03:00
natali
50317a8d67 fix for keras model check_and_transform_label_format requires nb_classes 2022-07-03 09:59:41 +03:00
abigailgold
c6eb553a9f
Blackbox predict method (#43) 
* Support output probabilities
* Support black box classifier with predict method
* Update requirements (security alert #1)
 2022-06-30 18:23:53 +03:00
Natalia Razinkov
bb224cd3dd
Bug fix for PytorchData dataset 2022-06-26 15:15:51 +03:00
Shlomit Shachor
1c4b963add
Wrappers no train (#40) 
1) Handle train None in Data
2) Update BB Classifier to handle None either for train or test (x or y)
 2022-06-26 14:43:22 +03:00
olasaadi
21cba95a28 fix 2022-06-06 14:32:34 +03:00
olasaadi
c954f53ad7 fix 2022-06-06 14:02:40 +03:00
olasaadi
302d0c4b8c update 2022-06-02 15:25:07 +03:00
olasaadi
a3fb68fb56 update 2022-05-30 12:52:32 +03:00
olasaadi
8de77f9afd update 2022-05-30 11:52:47 +03:00
olasaadi
023f8764da update 2022-05-30 11:51:22 +03:00
olasaadi
8459d6961f fix 2022-05-23 13:35:09 +03:00
olasaadi
59d8b16bb4 fix 2022-05-23 12:49:38 +03:00
olasaadi
019f49861d fix 2022-05-23 12:15:35 +03:00
abigailgold
dfa684da6b
Consistent one-hot-encoding (#38) 
* Reuse code between generalize and transform methods

* Option to get encoder from user

* Consistent encoding for decision tree and generalizations (separate from target model encoding)
 2022-05-22 18:02:33 +03:00
abigailt
7055d5ecf6 Fix bug in pruning loop + fix test 2022-05-19 18:07:03 +03:00
abigailt
186f11eaaf Fix misclassification of categorical features with no generalizations (now appear under the 'untouched' category) 2022-05-19 16:42:31 +03:00
olasaadi
e0385b0d04 score 2022-05-19 04:40:02 +03:00