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Merge pull request #71 from IBM/dataset_assessment

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Add AI privacy Dataset assessment module with two attack implementations.

Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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Maya Anderson 2023-03-20 14:14:09 +02:00 • committed by abigailt
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@ -38,3 +38,8 @@ A Python library for Machine Learning Security. Includes an attack module called
(membership inference, attribute inference, model inversion and database reconstruction) as well as a *privacy* metrics module that contains
membership leakage metrics for ML models.
Citation
--------
Abigail Goldsteen, Ola Saadi, Ron Shmelkin, Shlomit Shachor, Natalia Razinkov,
"AI privacy toolkit", SoftwareX, Volume 22, 2023, 101352, ISSN 2352-7110, https://doi.org/10.1016/j.softx.2023.101352.