Security
Security
Join us in researching security solutions beyond the leading edge, including: Cyber Security, AI Privacy, Privacy Preserving Analytics (using Fully Homomorphic Encryption), and more.
Read about Security at IBM Reseach - Israel
Join us in researching security solutions beyond the leading edge, including: Cyber Security, AI Privacy, Privacy Preserving Analytics (using Fully Homomorphic Encryption), and more.
Read about Security at IBM Reseach - Israel
Read about IBM Cyber Security Center of Excellence (CCoE)
CCoE events & news
Open Source Activities
AI Privacy A toolkit for tools and techniques related to the privacy and compliance of AI models. |
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ART Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams. |
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IBM Fully Homomorphic Encryption IBM Fully Homomorphic Encryption Toolkit For Linux. This toolkit is a Linux based Docker container that demonstrates computing on encrypted data without decrypting it! The toolkit ships with two demos including a fully encrypted Machine Learning inference with a Neural Network and a Privacy-Preserving key-value search. |
Industrial student projects
If you are a student with a relevant background in exact science disciplines or engineering and want to hear more about this and other opportunities, please contact us.
Technologies for privacy compliance of ML models 1
Ron Shmelkin and Abigail Goldsteen, at the Technion
Technologies for privacy compliance of ML models 2
Ron Shmelkin and Abigail Goldsteen, at the Technion
Awards
3rd place at IDASH PRIVACY & SECURITY WORKSHOP 2021 secure genome analysis competition
Dr. Hayim Shaul, IBM Research – Israel; Ben Galili, Technion – Israel Institute of Technology; Dr. Adi Akavia, University of Haifa; Dr. Mor Weiss, Bar-Ilan University; and Prof. Zohar Yakhini, Reichman University – IDC Herzliya (IBM and Israel Accademy)
Talks

Abigail Goldsteen
Data Minimization for GDPR Compliance in Machine Learning Models
Talk at AI and Ethics

Hayim Shaul
CircLayer - Circuit optimization & scheduling made easy
Talk at CogArch 2022 Sixth Workshop on Cognitive Architecture, April 2022

Moran Baruch
Fighting COVID-19 in the Dark: Methodology for Improved Inference Using Homomorphically Encrypted DNN

Nir Drucker
Timing leakage analysis of non-constant-time NTT implementations with Harvey butterflies
More talks
Dov Murik & Hubertus Franke, Securing Linux VM boot with AMD SEV measurement - at the Linux Foundation
Abigail Goldsteen, AI Privacy - Talk at Haifa University Information Systems Departmental seminar
Abigail Goldsteen, AI Privacy and Ethics - Talk at Haifa University Workshop on Data Science for UNINOVE
Moran Baruch, Lev Greenberg & Guy Moshkowich,Fighting COVID-19 in the Dark: End-to-End Methodology for Improved Inference Using Homomorphically Encrypted DNN - Contributed talk at PPML 2021
Abigail Goldsteen, Anonymizing Machine Learning Models - at Data Privacy Management, Cryptocurrencies and Blockchain Technology
Fady Copty - seminar talk at Eli Biham's compliance management course - Technion
EU Projects
iToBoS iToBoS (Intelligent Total Body Scanner for Early Detection of Melanoma) project aims at developing an AI diagnostic platform for early detection of melanoma. The platform includes a novel total body scanner and a Computer Aided Diagnostics (CAD) tool to integrate various data sources such as medical records, genomics data and in vivo imaging. |
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C4IIoT C4IIOT will design, build and demonstrate a novel and unified Cybersecurity 4.0 framework that implements an innovative IoT architecture paradigm to provide an end-to-end holistic and disruptive security-enabling solution for minimizing the attack surfaces in Industrial IoT systems. |
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ELECTRON Electron aims at providing and demonstrating a new-generation EPES platform, capable of empowering the resilience of energy systems against cyber, privacy, and data attacks. |
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SMART BEAR Smart Big Data Platform to Offer Evidence-based Personalised Support for Healthy and Independent Living at Home |
Let's talk
Want to collaborate? We're always happy to talk. Feel free to get in touch.

Ron Shmelkin
Security Area Focal Point
Working together
with IBM Research - Israel
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IBM Research - Israel is involved in over 30 EU-funded consortiums and conducts numerous joint projects with academic and industrial partners around the world.