Abigail Goldsteen

Joined

September 2023

Names

Abigail Goldsteen (Preferred)

Emails

****@il.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2008 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Membership Inference Attacks Against Time-Series Models
Noam Koren, Abigail Goldsteen, Guy Amit, Ariel Farkash
- ACML 2024 Conference Track
- Readers: Everyone
Dicing with data: the risks, benefits, tensions and tech of health data in the iToBoS project
Niamh Aspell, Abigail Goldsteen, Robin Renwick
- Frontiers Digit. Health 2024
- Readers: Everyone
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation
Maya Anderson, Guy Amit, Abigail Goldsteen
- CoRR 2024
- Readers: Everyone
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks
Guy Amit, Abigail Goldsteen, Ariel Farkash
- CoRR 2024
- Readers: Everyone
Membership Inference Attacks Against Time-Series Models
Noam Koren, Abigail Goldsteen, Ariel Farkash, Guy Amit
- CoRR 2024
- Readers: Everyone
AI privacy toolkit
Abigail Goldsteen, Ola Saadi, Ron Shmelkin, Shlomit Shachor, Natalia Razinkov
- Published: 01 Jan 2023, Last Modified: 04 Oct 2023
- SoftwareX 2023
- Readers: Everyone
Improved Membership Inference Attacks Against Language Classification Models
Shlomit Shachor, Natalia Razinkov, Abigail Goldsteen
- CoRR 2023
- Readers: Everyone
Data minimization for GDPR compliance in machine learning models
Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash
- 2022 (modified: 25 Jan 2023)
- AI Ethics 2022
- Readers: Everyone
Applying Artificial Intelligence Privacy Technology in the Healthcare Domain
Abigail Goldsteen, Ariel Farkash, Micha Moffie, Ron Shmelkin
- Published: 01 Jan 2022, Last Modified: 04 Oct 2023
- MIE 2022
- Readers: Everyone
An end-to-end framework for privacy risk assessment of AI models
Abigail Goldsteen, Shlomit Shachor, Natalia Razinkov
- Published: 01 Jan 2022, Last Modified: 04 Oct 2023
- SYSTOR 2022
- Readers: Everyone

View all 22 publications

Co-Authors

View all 46 co-authors