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
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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
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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
Our published papers
Our catalog of recent publications authored by IBM researchers, in collaboration with the global research community.
Open positions and internships
Join some of the best scientists from around the world, at IBM Research - Israel. This is a list of the current open positions, including internships and and student opportunities.
Meet our interns
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Grants &
fellowship
IBM supports students in their research, encourages and invites the Fellowship winners to do an internship in order to be better informed with the the research done by the company.
EU funded
projects
IBM Research - Israel is involved in over 30 EU-funded consortiums and conducts numerous joint projects with academic and industrial partners around the world.
