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. |
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)
Best Artifact at PETS 2023 HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data
Talks
March 2024, Rishon Letzion
Ronen Levy
Homomorphic Encryption - AI with Maximum Privacy
March 2024, Tel Aviv
Moran Baruch
Cloud, Privacy and AI: Managing and Securing Data
Panel at the 2024 DevCon and Security Summit
February 2024, Online
Nir Drucker
HElayers: scalable and flexible packing using tile tensors
March 2024, Beer Sheva
Yaron Wolfsthal
Introduction - Artificial Attacks: AI, whose side are you on?
More talks
Ariel Farkash , "Data security and privacy"
Melanoma Patient Network Europe patient consensus meeting
February 2024
Eitan Menahem , "Innovative Gen-AI-based Cyber Solutions"
Talk at the Cyber7 meetup December 2023, Givatayim
Alon Freund , "Spotlight on the Civilian Cyber Command Center: Battling Website Attackers" Talk at the Cyber7 meetup December 2023, Givatayim
Abigail Goldsteen, "Data Privacy and Anonymization" Talk at the Meet iToBoS workshop on Data Anonymisation September 2023, Online
Watch here
Yaron Wolfsthal, "Generative AI: Perspective of Opportunities and Risks" Talk at the Institute for National Security Studies conference July 2023, Tel Aviv
Watch here
Hayim Shaul, "CircLayer - Circuit Optimization and Scheduling Made Easy" Talk at the CogArch 2022 Sixth Workshop on Cognitive Architecture April 2022, Seoul South Korea (online)
Watch here
Moran Baruch
"Fighting COVID-19 in the Dark: Methodology for Improved Inference Using Homomorphically Encrypted DNN"
Talk at the SiMLA 2022 – Workshop on Security in Machine Learning and its Applications
June 2022, Rome, Italy
Nir Drucker, "Timing leakage analysis of non-constant-time NTT implementations with Harvey butterflies"
Talk at the CSCML 2022, Cyber Security, Cryptology, and Machine Learning workshop
June 2022, Beer Sheva
Abigail Goldsteen , "Anonymizing Machine Learning Models"
Talk at the 2021 Data Privacy Management Workshop
October 2021, Online
Abigail Goldsteen , "Data Minimization for GDPR Compliance in Machine Learning Models"
Paper in AI and Ethics journal
September 2021
Dov Murik & Hubertus Franke, "Securing Linux VM boot with AMD SEV measurement"
Talk at the 2021 Linux Foundation KVM Forum September 2021
Watch here
Abigail Goldsteen, "AI Privacy" Talk at University of Haifa Information Systems Departmental seminar
2021
Abigail Goldsteen, "AI Privacy and Ethics" Talk at University of Haifa Workshop on Data Science for UNINOVE
2021
Moran Baruch, Lev Greenberg & Guy Moshkowich,
"Fighting COVID-19 in the Dark: Methodology for Improved Inference Using Homomorphically Encrypted DNN"
Contributed Talk at the at 2021 Privacy-Preserving Machine Learning Workshop
August 2021, Online
Watch here
EU 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.
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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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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 |
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PHOENIX Leveraging compact photonic integrated circuits (PIC) offering a continuous and efficient control over optical signals demonstrated through FHE and neural networks applications. |
Previous Projects
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.
Let's talk
Want to collaborate? We're always happy to talk. Feel free to get in touch.
Nir Drucker
Security Area Focal Point
Working together
with IBM Research - Israel
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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