Abigail Goldsteen
contact information
Research Staff Member - Data Security and PrivacyHaifa Research Lab, Haifa, Israel +972
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828
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links
more information
More information: AI Privacy project page | Machine learning model anonymization blog | ART inference attacks blogprofile
Since joining IBM in 2007, I have worked on several projects in the area of data security and privacy and data classification.
I also contributed for a short while to a Clinical Genomics decision support system.
My current research area is around AI privacy, researching privacy risks related to ML models and developing mechanisms for preserving the privacy and compliance of ML models. This includes model anonymization, data minimzation and the right to be forgotten from ML models.