Everything we do, we publish and open source
Join the research team at zama
See our job openingsJune 2022
Blind rotation in fully homomorphic encryption with extended keys
— Marc Joye and Pascal Paillier
December 2021
Balanced non-adjacent forms
— Marc Joye
December 2021
Improved programmable bootstrapping with larger precision and efficient arithmetic circuits for TFHE
— Ilaria Chillotti, Damien Ligier, Jean-Baptiste Orfila, and Samuel Tap
July 2021
Programmable bootstrapping enables efficient homomorphic inference of deep neural networks
— Ilaria Chillotti, Marc Joye, and Pascal Paillier
December 2020
CONCRETE: Concrete Operates oN Ciphertexts Rapidly by Extending TfhE
— Ilaria Chillotti, Marc Joye, Damien Ligier, Jean-Baptiste Orfila, and Samuel Tap
December 2020
New challenges for fully homomorphic encryption
— Ilaria Chillotti, Marc Joye, and Pascal Paillier
august 2020
SANNS: Scaling up secure approximate k-nearest neighbors search.
— Hao Chen, Ilaria Chillotti, Yihe Dong, Oxana Poburinnaya, Ilya Razenshteyn, and M. Sadegh Riazi
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Explore more content about the Concrete Numpy library
Announcing Concrete ML v0.2
We are announcing the release of Concrete ML as a public alpha. The package is built on top of Concrete Numpy.
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Quantization of Neural Networks for Fully Homomorphic Encryption
Machine Learning and the Need for Privacy
Read ArticlePrivacy-preserving insurance quotes
A tutorial on how to build an FHE-enabled insurance incident predictor.
Read ArticleExplore more content about the Hummingbird library
Announcing Concrete ML v0.2
We are announcing the release of Concrete ML as a public alpha. The package is built on top of Concrete Numpy.
Read ArticleQuantization of Neural Networks for Fully Homomorphic Encryption
Machine Learning and the Need for Privacy
Read ArticlePrivacy-preserving insurance quotes
A tutorial on how to build an FHE-enabled insurance incident predictor.
Read Article