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Secure computation compiler for homomorphic encryption and arithmetic circuits in general

Project description

Oraqle

The oraqle compiler lets you generate arithmetic circuits from high-level Python code. It also lets you generate code using HElib.

This repository uses a fork of fhegen as a dependency and adapts some of the code from fhegen, which was written by Johannes Mono, Chiara Marcolla, Georg Land, Tim Güneysu, and Najwa Aaraj. You can read their theoretical work at: https://eprint.iacr.org/2022/706.

Setting up

The best way to get things up and running is using a virtual environment:

  • Set up a virtualenv using python3 -m venv venv in the directory.
  • Enter the virtual environment using source venv/bin/activate.
  • Install the requirements using pip install requirements.txt.
  • To overcome import problems, run pip install -e ., which will create links to your files (so you do not need to re-install after every change).

We are currently setting up documentation to be rendered using GitHub Actions.

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