abigailt
a9e2a35e18
Add support for xgboost XGBClassifier ( #53 )
2022-07-28 17:21:24 +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
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
abigailgold
00f9c16863
Support additional use cases for data ( #46 )
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* 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 )
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* update get_nb_classes method to handle 1-hot and scalar input
2022-07-05 11:32:17 +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 )
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* Support output probabilities
* Support black box classifier with predict method
* Update requirements (security alert #1 )
2022-06-30 18:23:53 +03:00
Shlomit Shachor
1c4b963add
Wrappers no train ( #40 )
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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
abigailgold
fe676fa426
New model wrappers ( #32 )
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* keras wrapper + blackbox classifier wrapper (fix #7 )
* fix error in NCP calculation
* Update notebooks
* Fix #25 (incorrect attack_feature indexes for social feature in notebook)
* Consistent naming of internal parameters
2022-05-12 15:44:29 +03:00
abigailgold
fd6be8e778
Documentation updates ( #29 )
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* Bump version to 0.1.0 (breaking changes to some APIs)
* Update documentation
* Update requirements
* gitignore
2022-05-02 11:46:18 +03:00
abigailgold
2b2dab6bef
Data and Model wrappers ( #26 )
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* Squashed commit of wrappers:
Wrapper minimizer
* apply dataset wrapper on minimizer
* apply changes on minimization notebook
* add black_box_access and unlimited_queries params
Dataset wrapper anonymizer
Add features_names to ArrayDataset
and allow providing features names in QI and Cat features not just indexes
update notebooks
categorical features and QI passed by indexes
dataset include feature names and is_pandas param
add pytorch Dataset
Remove redundant code.
Use data wrappers in model wrapper APIs.
add generic dataset components
Create initial version of wrappers for models
* Fix handling of categorical features
2022-04-27 12:33:27 +03:00
