Abigail Goldsteen  Abigail Goldsteen photo         

contact information

Senior Research Scientist - Data Security and Privacy
Haifa Research Lab, Haifa, Israel
  +972dash4dash828dash1003

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2020

Anonymizing Machine Learning Models
Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash
arXiv preprint arXiv:2007.13086, 2020
Abstract   data protection act 1998, general data protection regulation, personally identifiable information, differential privacy, inference, computer science, machine learning, consumer protection act, artificial intelligence, information loss, specific model

Reducing Risk of Model Inversion Using Privacy-Guided Training
Abigail Goldsteen, Gilad Ezov, Ariel Farkash
arXiv preprint arXiv:2006.15877, 2020
Abstract   inference, inversion, information sensitivity, machine learning, computer science, countermeasure, artificial intelligence, increased risk, model inversion, training set

Data Minimization for GDPR Compliance in Machine Learning Models
Abigail Goldsteen, Gilad Ezov, Ron Shmelkin, Micha Moffie, Ariel Farkash
arXiv preprint arXiv:2008.04113, 2020
Abstract   artificial neural network, general data protection regulation, machine learning, computer science, minification, generalization, artificial intelligence


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
arXiv preprint arXiv:1910.13784, 2019
Abstract   right to be forgotten, big data, general data protection regulation, cloud computing, design pattern, workflow, computer security, computer science, complex data type, time frame


2017

Brief Announcement: A Consent Management Solution for Enterprises
Abigail Goldsteen, Shelly Garion, Sima Nadler, Natalia Razinkov, Yosef Moatti, Paula Ta-Shma
Cyber Security Cryptography and Machine Learning First International Conference, CSCML 2017, Beer-Sheva, Israel, June 29-30, 2017, Proceedings


2016

Supporting Coordinated Maintenance of System Trustworthiness and User Trust at Runtime
Bandyszak, Torsten and Moffie, Micha and Goldsteen, Abigail and Melas, Panos and Nasser, Bassem I and Kalogiros, Costas and Barni, Gabriele and Hartenstein, Sandro and Giotis, Giorgos and Weyer, Thorsten
IFIP International Conference on Trust Management, pp. 96--112, 2016
Abstract


2015

A Tool for Monitoring and Maintaining System Thrustworthiness at Runtime
T. Bandyszak, A. Goldsteen, M. Moffie, S. Ioannidis, X. Chen, P. Chatziadam, S. Meichanetzoglou, N. Gol Mohammadi
REFSQ Workshops, 142-147, 2015
Abstract   software system, trustworthiness, reliability engineering, engineering

Trust and Trustworthiness Maintenance: From Architecture to Evaluation
Moffie, Micha and Goldsteen, Abigail and Chen, Willis and Weyer, Thorsten and Ioannidis, Sotiris and Kalogiros, Costas
Trust and Trustworthy Computing: 8th International Conference, TRUST 2015, Heraklion, Greece, August 24-26, 2015, Proceedings, pp. 319
Abstract

Combining Risk-Management and Computational Approaches for Trustworthiness Evaluation of Socio-Technical Systems.
Mohammadi, Nazila Gol and Bandyszak, Torsten and Goldsteen, Abigail and Kalogiros, Costas and Weyer, Thorsten and Moffie, Micha and Nasser, Bassem I and Surridge, Mike
CAiSE Forum, pp. 237--244, 2015
Abstract

Application-Screen Masking: A Hybrid Approach
Goldsteen, Abigail and Kveler, Ksenya and Domany, Tamar and Gokhman, Igor and Rozenberg, Boris and Farkash, Ariel
IEEE Software 32(4), 40-45, 2015

A Tool for Monitoring and Maintaining System Trustworthiness at Runtime
Abigail Goldsteen, Micha Moffie, Torsten Bandyszak, Nazila Gol Mohammadi, Xiaoyu Chen, Symeon Meichanetzoglou, Sotiris Ioannidis, Panos Chatziadam
Proceedings of the 1st International Workshop on Requirements Engineering for Self-Adaptive and Cyber Physical Systems (RESACS), CEUR Workshop Proceedings, 2015

Cyber-Physical Systems Design for Runtime Trustworthiness Maintenance Supported by Tools
Torsten Bandyszak, Nazila Gol Mohammadi, Mohamed Bishr, Abigail Goldsteen, Micha Moffie, Bassem I Nasser, Sandro Hartenstein, Symeon Meichanetzoglou
1st International Workshop on Requirements Engineering for Self-Adaptive and Cyber Physical Systems, 2015

Application-Screen Masking: A Hybrid Approach
Abigail Goldsteen, Ksenya Kveler, Tamar Domany, Igor Gokhman, Boris Rozenberg, Ariel Farkash
IEEE Software, IEEE, 2015


2012

Automatic detection of inconsistencies between free text and coded data in Sarcoma discharge letters
Noam Slonim, Ruty Rinott, Boaz Carmeli, Abigail Goldsteen, Paolo Casali, Michele Torresani, Rossella Bertulli
medical informatics europe, pp. 661-666, 2012
clinical decision support system, information retrieval, data mining, computer science

Evicase: an evidence-based case structuring approach for personalized healthcare
Elena Sini, Zeev Waks, Ruty Rinott, Boaz Carmeli, Abigail Goldsteen, Nicola Restifo, Paolo Casali, Michele Torresani, Lisa Licitra, Paolo Locatelli, Anna Goldbraich, Carmel Kent
medical informatics europe, pp. 604-608, 2012
structuring, personalized medicine, evidence based practice, decision support system, knowledge management, data mining, medicine

Knowledge-Analytics Synergy in Clinical Decision Support
Noam Slonim, Boaz Carmeli, A Goldsteen, O Keller, Carmel Kent, Rury Rinott
MIE, pp. 703--707, 2012

Knowledge-analytics synergy in clinical decision support.
N. Slonim, B. Carmeli, A. Goldsteen, O. Keller, C. Kent, R. Rinott
Studies in health technology and informatics180, 703, 2012


2011

Automatic detection of inconsistencies between free text and coded data in Sarcoma discharge letters.
Ruty Rinott, Michele Torresani, Rossella Bertulli, Abigail Goldsteen, Paolo Casali, Boaz Carmeli, Noam Slonim
Studies in health technology and informatics180, 661--666, 2011

Evicase: an evidence-based case structuring approach for personalized healthcare.
Boaz Carmeli, Paolo Casali, Anna Goldbraich, Abigail Goldsteen, Carmel Kent, Lisa Licitra, Paolo Locatelli, Nicola Restifo, Ruty Rinott, Elena Sini, others
Studies in health technology and informatics180, 604--608, 2011

Enterprise Data Classification using Semantic Web Technologies
David Ben-David, Tamar Domany, Abigail Tarem
9th International Semantic Web Conference (ISWC2010), pp. 66--81, Springer, 2011


2009

Dynamic masking of application displays using OCR technologies
S. Porat B. Carmeli T. Domany T. Drory A. Geva A. Tarem
IBM Journal of Research and Development 53(6), 10--1, IBM, 2009