Abigail Goldsteen

24 papers C 1Misc 1Journal 13Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation.
ICISSP (2)
Maya Anderson, Guy Amit, Abigail Goldsteen
2024 J jnl
Dicing with data: the risks, benefits, tensions and tech of health data in the iToBoS project.
Frontiers Digit. Health
Niamh Aspell, Abigail Goldsteen, Robin Renwick
2024 — conf
Improving Membership Inference Attacks Against Classification Models.
KES-IDT
Shlomit Shachor, Natalia Razinkov, Abigail Goldsteen, Ariel Farkash
2024 J jnl
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation.
CoRR
Maya Anderson, Guy Amit, Abigail Goldsteen
2024 C conf
Membership Inference Attacks Against Time-Series Models.
ACML
Noam Koren, Abigail Goldsteen, Guy Amit, Ariel Farkash
2024 J jnl
Membership Inference Attacks Against Time-Series Models.
CoRR
Noam Koren, Abigail Goldsteen, Ariel Farkash, Guy Amit
2024 J jnl
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks.
CoRR
Guy Amit, Abigail Goldsteen, Ariel Farkash
2023 J jnl
AI privacy toolkit.
SoftwareX
Abigail Goldsteen, Ola Saadi, Ron Shmelkin, Shlomit Shachor, Natalia Razinkov
2023 J jnl
Improved Membership Inference Attacks Against Language Classification Models.
CoRR
Shlomit Shachor, Natalia Razinkov, Abigail Goldsteen
2022 Misc conf
An end-to-end framework for privacy risk assessment of AI models.
SYSTOR
Abigail Goldsteen, Shlomit Shachor, Natalia Razinkov
2022 — conf
Applying Artificial Intelligence Privacy Technology in the Healthcare Domain.
MIE
Abigail Goldsteen, Ariel Farkash, Micha Moffie, Ron Shmelkin
2022 J jnl
Data minimization for GDPR compliance in machine learning models.
AI Ethics
Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash
2021 — conf
Anonymizing Machine Learning Models.
DPM/CBT@ESORICS
Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash
2020 J jnl
Anonymizing Machine Learning Models.
CoRR
Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash
2020 J jnl
Data Minimization for GDPR Compliance in Machine Learning Models.
CoRR
Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash
2020 J jnl
Reducing Risk of Model Inversion Using Privacy-Guided Training.
CoRR
Abigail Goldsteen, Gilad Ezov, Ariel Farkash
2019 J jnl
Forgotten @ Scale: A Practical Solution for Implementing the Right To Be Forgotten in Large-Scale Systems.
CoRR
Abigail Goldsteen, Tomer Douek, Yaniv Cohen, Igor Gokhman, Ofir Keren-Ackerman, Gadi Katsovich, Grisha Weintraub, Doron Ben-Ari
2017 — conf
Brief Announcement: A Consent Management Solution for Enterprises.
CSCML
Abigail Goldsteen, Shelly Garion, Sima Nadler, Natalia Razinkov, Yosef Moatti, Paula Ta-Shma
2016 — conf
Supporting Coordinated Maintenance of System Trustworthiness and User Trust at Runtime.
IFIPTM
Torsten Bandyszak, Micha Moffie, Abigail Goldsteen, Panos Melas, Bassem I. Nasser, Costas Kalogiros, Gabriele Barni, Sandro Hartenstein, Giorgos Giotis, Thorsten Weyer
2015 — conf
A Tool for Monitoring and Maintaining System Thrustworthiness at Runtime.
REFSQ Workshops
Abigail Goldsteen, Micha Moffie, Torsten Bandyszak, Nazila Gol Mohammadi, Xiaoyu Chen, Symeon Meichanetzoglou, Sotiris Ioannidis, Panos Chatziadam
2015 J jnl
Application-Screen Masking: A Hybrid Approach.
IEEE Softw.
Abigail Goldsteen, Ksenya Kveler, Tamar Domany, Igor Gokhman, Boris Rozenberg, Ariel Farkash
2015 — conf
Combining Risk-Management and Computational Approaches for Trustworthiness Evaluation of Socio-Technical Systems.
CAiSE Forum
Nazila Gol Mohammadi, Torsten Bandyszak, Abigail Goldsteen, Costas Kalogiros, Thorsten Weyer, Micha Moffie, Bassem I. Nasser, Mike Surridge
2015 — conf
Cyber-Physical Systems Design for Runtime Thrustworthiness Maintenance Supported by Tools.
REFSQ Workshops
Torsten Bandyszak, Nazila Gol Mohammadi, Mohamed Bishr, Abigail Goldsteen, Micha Moffie, Bassem I. Nasser, Sandro Hartenstein, Symeon Meichanetzoglou
2015 J jnl
Proceedings of the Ninth Workshop on Web 2.0 Security and Privacy (W2SP) 2015.
CoRR
Abigail Goldsteen, Tyrone Grandison, Mike Just, Larry Koved, Rohan Malcolm, Sean S. E. Thorpe