Ariel Farkash

According to our database, Ariel Farkash authored at least 19 papers between 2009 and 2024.

Collaborative distances:

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

2024

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

Guy Amit, Abigail Goldsteen, Ariel Farkash

CoRR, 2024

2023

HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data.

Ehud Aharoni, Allon Adir, Moran Baruch, Nir Drucker, Gilad Ezov, Ariel Farkash, Lev Greenberg, Ramy Masalha, Guy Moshkowich, Dov Murik, Hayim Shaul, Omri Soceanu

Proc. Priv. Enhancing Technol., January, 2023

Unleashing the Potential of Data Lakes with Semantic Enrichment Using Foundation Models.

Nandana Mihindukulasooriya, Sarthak Dash, Sugato Bagchi, Md. Faisal Mahbub Chowdhury, Alfio Massimiliano Gliozzo, Ariel Farkash, Michael R. Glass, Igor Gokhman, Oktie Hassanzadeh, Nhan Pham, Gaetano Rossiello, Boris Rozenberg, Yehoshua Sagron, Dharmashankar Subramanian, Toshihiro Takahashi, Takaaki Tateishi, Long Vu

Proceedings of the ISWC 2023 Posters, 2023

2022

Data minimization for GDPR compliance in machine learning models.

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

AI Ethics, 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

Next Generation Data Masking Engine.

Micha Moffie, Dan Mor, Sigal Asaf, Ariel Farkash

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

Tile Tensors: A versatile data structure with descriptive shapes for homomorphic encryption.

Ehud Aharoni, Allon Adir, Moran Baruch, Gilad Ezov, Ariel Farkash, Lev Greenberg, Ramy Masalha, Dov Murik, Omri Soceanu

CoRR, 2020

Reducing Risk of Model Inversion Using Privacy-Guided Training.

Abigail Goldsteen, Gilad Ezov, Ariel Farkash

CoRR, 2020

2019

Multi-value Classification of Ambiguous Personal Data.

Sigal Asaf, Ariel Farkash, Micha Moffie

Proceedings of the New Trends in Model and Data Engineering, 2019

2015

Application-Screen Masking: A Hybrid Approach.

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

IEEE Softw., 2015

Understanding Deviations from Clinical Practice Guidelines in Adult Soft Tissue Sarcoma.

Esther Goldbraich, Zeev Waks, Ariel Farkash, Marco Monti, Michele Torresani, Rossella Bertulli, Paolo Giovanni Casali, Boaz Carmeli

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

2013

A Model-Driven Approach to Clinical Practice Guidelines Representation and Evaluation Using Standards.

Ariel Farkash, John T. E. Timm, Zeev Waks

Proceedings of the MEDINFO 2013, 2013

Analyzing the "CareGap": Assessing Gaps in Adherence to Clinical Guidelines in Adult Soft Tissue Sarcoma.

Zeev Waks, Esther Goldbraich, Ariel Farkash, Michele Torresani, Rossella Bertulli, Nicola Restifo, Paolo Locatelli, Paolo Giovanni Casali, Boaz Carmeli

Proceedings of the Data and Knowledge for Medical Decision Support, 2013

2011

Information technology for healthcare transformation.

Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu

IBM J. Res. Dev., 2011

Large Scale Healthcare Data Integration and Analysis using the Semantic Web.

John T. E. Timm, Sondra R. Renly, Ariel Farkash

Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

A Standard Based Approach for Biomedical Knowledge Representation.

Ariel Farkash, Hani Neuvirth, Yaara Goldschmidt, Costanza Conti, Federica Rizzi, Stefano Bianchi, Erika Salvi, Daniele Cusi, Amnon Shabo

Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

2010

A Model-Driven Approach for Biomedical Data Integration.

David Carlson, Ariel Farkash, John T. E. Timm

Proceedings of the MEDINFO 2010, 2010

2009

Semantic Warehousing of Diverse Biomedical Information.

Stefano Bianchi, Anna Burla, Costanza Conti, Ariel Farkash, Carmel Kent, Yonatan Maman, Amnon Shabo

Proceedings of the Next Generation Information Technologies and Systems, 2009