Abigail Goldsteen

According to our database, Abigail Goldsteen authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Membership Inference Attacks Against Time-Series Models.

Noam Koren, Abigail Goldsteen, Ariel Farkash, Guy Amit

CoRR, 2024

Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation.

Maya Anderson, Guy Amit, Abigail Goldsteen

CoRR, 2024

SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks.

Guy Amit, Abigail Goldsteen, Ariel Farkash

CoRR, 2024

2023

AI privacy toolkit.

Abigail Goldsteen, Ola Saadi, Ron Shmelkin, Shlomit Shachor, Natalia Razinkov

SoftwareX, May, 2023

Improved Membership Inference Attacks Against Language Classification Models.

Shlomit Shachor, Natalia Razinkov, Abigail Goldsteen

CoRR, 2023

2022

Data minimization for GDPR compliance in machine learning models.

Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash

AI Ethics, 2022

An end-to-end framework for privacy risk assessment of AI models.

Abigail Goldsteen, Shlomit Shachor, Natalia Razinkov

Proceedings of the SYSTOR '22: The 15th ACM International Systems and Storage Conference, Haifa, Israel, June 13, 2022

Applying Artificial Intelligence Privacy Technology in the Healthcare Domain.

Abigail Goldsteen, Ariel Farkash, Micha Moffie, Ron Shmelkin

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

2021

Anonymizing Machine Learning Models.

Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash

Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2021

2020

Reducing Risk of Model Inversion Using Privacy-Guided Training.

Abigail Goldsteen, Gilad Ezov, Ariel Farkash

CoRR, 2020

2019

Forgotten @ Scale: A Practical Solution for Implementing the Right To Be Forgotten in Large-Scale Systems.

Abigail Goldsteen, Tomer Douek, Yaniv Cohen, Igor Gokhman, Ofir Keren-Ackerman, Gadi Katsovich, Grisha Weintraub, Doron Ben-Ari

CoRR, 2019

2017

Brief Announcement: A Consent Management Solution for Enterprises.

Abigail Goldsteen, Shelly Garion, Sima Nadler, Natalia Razinkov, Yosef Moatti, Paula Ta-Shma

Proceedings of the Cyber Security Cryptography and Machine Learning, 2017

2016

Supporting Coordinated Maintenance of System Trustworthiness and User Trust at Runtime.

Torsten Bandyszak, Micha Moffie, Abigail Goldsteen, Panos Melas, Bassem I. Nasser, Costas Kalogiros, Gabriele Barni, Sandro Hartenstein, Giorgos Giotis, Thorsten Weyer

Proceedings of the Trust Management X - 10th IFIP WG 11.11 International Conference, 2016

2015

Application-Screen Masking: A Hybrid Approach.

Abigail Goldsteen, Ksenya Kveler, Tamar Domany, Igor Gokhman, Boris Rozenberg, Ariel Farkash

IEEE Softw., 2015

Proceedings of the Ninth Workshop on Web 2.0 Security and Privacy (W2SP) 2015.

Abigail Goldsteen, Tyrone Grandison, Mike Just, Larry Koved, Rohan Malcolm, Sean S. E. Thorpe

CoRR, 2015

A Tool for Monitoring and Maintaining System Thrustworthiness at Runtime.

Abigail Goldsteen, Micha Moffie, Torsten Bandyszak, Nazila Gol Mohammadi, Xiaoyu Chen, Symeon Meichanetzoglou, Sotiris Ioannidis, Panos Chatziadam

Proceedings of the Joint Proceedings of REFSQ-2015 Workshops, 2015

Cyber-Physical Systems Design for Runtime Thrustworthiness Maintenance Supported by Tools.

Torsten Bandyszak, Nazila Gol Mohammadi, Mohamed Bishr, Abigail Goldsteen, Micha Moffie, Bassem I. Nasser, Sandro Hartenstein, Symeon Meichanetzoglou

Proceedings of the Joint Proceedings of REFSQ-2015 Workshops, 2015

Combining Risk-Management and Computational Approaches for Trustworthiness Evaluation of Socio-Technical Systems.

Nazila Gol Mohammadi, Torsten Bandyszak, Abigail Goldsteen, Costas Kalogiros, Thorsten Weyer, Micha Moffie, Bassem I. Nasser, Mike Surridge

Proceedings of the CAiSE 2015 Forum at the 27th International Conference on Advanced Information Systems Engineering co-located with 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015