https://github.com/K-miran/HEMat

Homomorphic matrix computation
https://github.com/K-miran/HEMat

Last synced: 2 months ago
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Homomorphic matrix computation

• Host: GitHub
• URL: https://github.com/K-miran/HEMat
• Owner: K-miran
• License: mit
• Created: 2018-08-09T17:19:37.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-08-07T20:19:51.000Z (almost 5 years ago)
• Last Synced: 2024-01-22T14:31:02.086Z (5 months ago)
• Language: C++
• Homepage:
• Size: 1.08 MB
• Stars: 36
• Watchers: 2
• Forks: 10
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-he - HEMat - C++ implementation of matrix computation (addition, multiplication, and transposition) using [HEANN](#HEAAN). (Libraries)
• awesome-fhe - HEMat - C++ implementation of matrix computation (addition, multiplication, and transposition) using [HEANN](#HEAAN). (Libraries / [Sunscreen](https://sunscreen.tech/))

README

        
# HEMat

HEMat is a software package for performing a secure outsourced matrix computation using homomorphic encryption (https://dl.acm.org/citation.cfm?id=3243837). 

## Setting up HEMat library 

### Dependencies

Our library requires a c++ compiler and the following libraries:

* `GMP` (GNU Multi-Precision library, >= 6.1.2), which is available at https://gmplib.org,

* `NTL`  (>=11.0.0), which is available at http://www.shoup.net/ntl/,  (with pThread)

* `HEAAN`,  which is an implementation of the paper "Homomorphic Encryption for Arithmetic of Approximate Numbers" (https://eprint.iacr.org/2016/421.pdf). We refered to the underlying HE library in the "src" folder. You can build the libarary “libheaan.a" by typing "$make all" in the "/src" directory.

### Installing HEMat library

HEMat is easy to configure and build in Linux and macOS. 

First, clone this Github repository into a directory of your choice:

```sh

git clone https://github.com/K-miran/HEMat

```

You can then install our library by the following work with command line tools in the "/HEMat" directory. :

```sh

cd HEMat

make new

```

This will build our library "libHEMat.a".  

## Running a test source code

The program will run with several secure matrix algorithms (e.g. matrix addition, multiplication, transposition, and rectangular matrix multiplication).  

For example, you run a test program in the the directory by doing as follows: 

```sh

make test

./foo 

```