Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Models via Fully Homomorphic Encryption
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Updated
Aug 3, 2023 - Jupyter Notebook
Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Models via Fully Homomorphic Encryption
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.
ForgeHomulator is a cycle-accurate simulator tailored for Fully Homomorphic Encryption (FHE) accelerators. It offers detailed architectural runtime information during the execution of FHE applications, supporting extensive design space exploration across a variety of FHE parameters and hardware scales.
Fully Homomorphic Encryption for Private Federated Learning
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
Nothing just an implementation of logistic regression on data that is encrypted with fully homomorphic encryption
A programming language that embbed the property of homomorphic encryption
Fully homomorphic encryption based mail spam detection
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
Python implementation of the Fully Homomorphic Encryption Scheme TFHE
Go (Golang) encrypted deep learning library; Fully homomorphic encryption over neural network graphs. Official mirror.
Undergraduate Thesis - A survey on fully homomorphic encryption (FHE) with statistical applications
Evaluation of three parallel polynomial evaluation algorithms written for CUDA in C++ (Horner's method, Dorn's method, and Estrin's algorithm).
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