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Support scaling input features to attacks #2384
Support scaling input features to attacks #2384
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Signed-off-by: abigailt <abigailt@il.ibm.com>
Signed-off-by: abigailt <abigailt@il.ibm.com>
Signed-off-by: abigailt <abigailt@il.ibm.com>
Codecov ReportAttention: Patch coverage is
❗ Your organization needs to install the Codecov GitHub app to enable full functionality. Additional details and impacted files@@ Coverage Diff @@
## dev_1.18.0 #2384 +/- ##
==============================================
- Coverage 85.54% 85.52% -0.02%
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Files 327 327
Lines 29888 29937 +49
Branches 5528 5546 +18
==============================================
+ Hits 25567 25604 +37
- Misses 2900 2905 +5
- Partials 1421 1428 +7
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Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version. - [Release notes](https://github.com/scikit-learn/scikit-learn/releases) - [Commits](scikit-learn/scikit-learn@0.22.2...1.3.2) --- updated-dependencies: - dependency-name: scikit-learn dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com>
Signed-off-by: Beat Buesser <beat.buesser@ibm.com>
Signed-off-by: Beat Buesser <beat.buesser@ibm.com>
Signed-off-by: Beat Buesser <beat.buesser@ibm.com>
Signed-off-by: Beat Buesser <beat.buesser@ibm.com>
Signed-off-by: Beat Buesser <beat.buesser@ibm.com>
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Hi @abigailgold Thank you very much! It looks good to me.
Description
Both black-box membership inference and black-box attribute inference can scale input features to the attack using multiple options of sciki-learn scalers (default is StandardScaler).
Fixes #2152
Type of change
Please check all relevant options.
Testing
New tests that try out all options for scaling.
Test Configuration:
Checklist