Zama
DEVELOPER
RESOURCES
Documentations and tutorials for building homomorphic applications with Zama products.
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Concrete Framework
Concrete
Lib
The open-source homomorphic encryption library that is simple, fast, and secure.
Concrete
Core
The library embedding all cryptographic operators to perform hardware accelerations.
Machine Learning
Concrete
ML
Automatically turn Machine Learning models into their FHE equivalents.
Concrete
Numpy
Automatically turn Numpy functions into their FHE equivalent.
Community
Explore more ways to participate in the Zama community.
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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