A toolkit for tools and techniques related to the privacy and compliance of AI models.
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.
Data Minimization for GDPR Compliance in Machine Learning Models
Talk at AI and Ethics
Fighting COVID-19 in the Dark: Methodology for Improved Inference Using Homomorphically Encrypted DNN
Timing leakage analysis of non-constant-time NTT implementations with Harvey butterflies
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
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.
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.
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.
Smart Big Data Platform to Offer Evidence-based Personalised Support for Healthy and Independent Living at Home
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.
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.
IBM Research - Israel is involved in over 30 EU-funded consortiums and conducts numerous joint projects with academic and industrial partners around the world.