Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Models via Fully Homomorphic Encryption

Official code for "DCT-CryptoNets: Scaling Private Inference in the Frequency Domain". Currently under-review

Encrypt & Share Videos

Experiments in using Z3 to check common FHE transformations

Implementations of the solvers of *bootstrap problem* and *relinearize problem* of fully homomorphic encryption.

Logistic Regression model over encrypted data using Fully Homomorphic Encryption to detect credit card fraud, privately.

A programming language that embbed the property of homomorphic encryption

Fully homomorphic encryption based mail spam detection

Nothing just an implementation of logistic regression on data that is encrypted with fully homomorphic encryption

The first one in the World fast, secure and practical Fully Homomorphic Encryption (FHE) cryptosystem. So far, here I place only demo samples, since all the algorithms and implementation are proprietary

tfhe built on clang 15.0

Undergraduate Thesis - A survey on fully homomorphic encryption (FHE) with statistical applications

/priv/ is an experimental encrypted computer

Thoughts on fully homomophic encryption using learning with rounding (LWR)

This is an attempt to use BFV-FHE scheme for image encryption using an open-source implementation of the same.

Flower framework for Federated Learning, with Fully Homomorphic Encryption integrated

Go (Golang) encrypted deep learning library; Fully homomorphic encryption over neural network graphs. Official mirror.