https://github.com/nthparty/additive
Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.
https://github.com/nthparty/additive
additive-secret-sharing cryptography linear-secret-sharing mpc multi-party multi-party-computation multiparty multiparty-computation python-cryptography secret-sharing secret-sharing-protocols secret-sharing-scheme secure-multi-party-computation secure-multiparty-computation
Last synced: 2 months ago
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Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.
- Host: GitHub
- URL: https://github.com/nthparty/additive
- Owner: nthparty
- License: mit
- Created: 2021-10-09T00:52:09.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2023-06-02T05:35:49.000Z (almost 3 years ago)
- Last Synced: 2025-12-21T23:43:36.544Z (3 months ago)
- Topics: additive-secret-sharing, cryptography, linear-secret-sharing, mpc, multi-party, multi-party-computation, multiparty, multiparty-computation, python-cryptography, secret-sharing, secret-sharing-protocols, secret-sharing-scheme, secure-multi-party-computation, secure-multiparty-computation
- Language: Python
- Homepage: https://pypi.org/project/additive
- Size: 2.78 MB
- Stars: 6
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.rst
- License: LICENSE
Awesome Lists containing this project
README
========
additive
========
Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.
|pypi| |readthedocs| |actions| |coveralls|
.. |pypi| image:: https://badge.fury.io/py/additive.svg
:target: https://badge.fury.io/py/additive
:alt: PyPI version and link.
.. |readthedocs| image:: https://readthedocs.org/projects/additive/badge/?version=latest
:target: https://additive.readthedocs.io/en/latest/?badge=latest
:alt: Read the Docs documentation status.
.. |actions| image:: https://github.com/nthparty/additive/workflows/lint-test-cover-docs/badge.svg
:target: https://github.com/nthparty/additive/actions/workflows/lint-test-cover-docs.yml
:alt: GitHub Actions status.
.. |coveralls| image:: https://coveralls.io/repos/github/nthparty/additive/badge.svg?branch=main
:target: https://coveralls.io/github/nthparty/additive?branch=main
:alt: Coveralls test coverage summary.
Purpose
-------
This library provides a data structure and methods that make it possible work with *n*-out-of-*n* `additive secret shares `__ of integers within secure multi-party computation (MPC) protocol implementations. Secret shares of signed and unsigned integers can be represented using elements from finite fields, with support currently limited to fields having a power-of-two order.
Installation and Usage
----------------------
This library is available as a `package on PyPI `__:
.. code-block:: bash
python -m pip install additive
The library can be imported in the usual ways:
.. code-block:: python
import additive
from additive import *
Examples
^^^^^^^^
This library makes it possible to concisely construct multiple secret shares from an integer:
.. code-block:: python
>>> from additive import shares
>>> (a, b) = shares(123)
>>> (c, d) = shares(456)
>>> ((a + c) + (b + d)).to_int()
579
It is possible to specify the exponent in the order of the finite field used to represent secret shares, as well as whether the encoding of the integer should support signed integers:
.. code-block:: python
>>> (s, t) = shares(-123, exponent=8, signed=True)
>>> (s + t).to_int()
-123
The number of shares can be specified explicitly (the default is two shares):
.. code-block:: python
>>> (r, s, t) = shares(123, quantity=3)
.. |share| replace:: ``share``
.. _share: https://additive.readthedocs.io/en/0.6.0/_source/additive.html#additive.additive.share
The |share|_ data structure supports Python's built-in addition operators, enabling both operations on shares and concise reconstruction of values from a collection of shares:
.. code-block:: python
>>> (r + s + t).to_int()
123
>>> sum([r, s, t]).to_int()
123
In addition, conversion methods for Base64 strings and bytes-like objects are included to support encoding and decoding of |share|_ objects:
.. code-block:: python
>>> from additive import share
>>> share.from_base64('HgEA').to_bytes().hex()
'1e0100'
>>> [s.to_base64() for s in shares(123)]
['PvmKMG8=', 'PoJ1z5A=']
Development
-----------
All installation and development dependencies are fully specified in ``pyproject.toml``. The ``project.optional-dependencies`` object is used to `specify optional requirements `__ for various development tasks. This makes it possible to specify additional options (such as ``docs``, ``lint``, and so on) when performing installation using `pip `__:
.. code-block:: bash
python -m pip install .[docs,lint]
Documentation
^^^^^^^^^^^^^
The documentation can be generated automatically from the source files using `Sphinx `__:
.. code-block:: bash
python -m pip install .[docs]
cd docs
sphinx-apidoc -f -E --templatedir=_templates -o _source .. && make html
Testing and Conventions
^^^^^^^^^^^^^^^^^^^^^^^
All unit tests are executed and their coverage is measured when using `pytest `__ (see the ``pyproject.toml`` file for configuration details):
.. code-block:: bash
python -m pip install .[test]
python -m pytest
Alternatively, all unit tests are included in the module itself and can be executed using `doctest `__:
.. code-block:: bash
python src/additive/additive.py -v
Style conventions are enforced using `Pylint `__:
.. code-block:: bash
python -m pip install .[lint]
python -m pylint src/additive
Contributions
^^^^^^^^^^^^^
In order to contribute to the source code, open an issue or submit a pull request on the `GitHub page `__ for this library.
Versioning
^^^^^^^^^^
The version number format for this library and the changes to the library associated with version number increments conform with `Semantic Versioning 2.0.0 `__.
Publishing
^^^^^^^^^^
This library can be published as a `package on PyPI `__ by a package maintainer. First, install the dependencies required for packaging and publishing:
.. code-block:: bash
python -m pip install .[publish]
Ensure that the correct version number appears in ``pyproject.toml``, and that any links in this README document to the Read the Docs documentation of this package (or its dependencies) have appropriate version numbers. Also ensure that the Read the Docs project for this library has an `automation rule `__ that activates and sets as the default all tagged versions. Create and push a tag for this version (replacing ``?.?.?`` with the version number):
.. code-block:: bash
git tag ?.?.?
git push origin ?.?.?
Remove any old build/distribution files. Then, package the source into a distribution archive:
.. code-block:: bash
rm -rf build dist src/*.egg-info
python -m build --sdist --wheel .
Finally, upload the package distribution archive to `PyPI `__:
.. code-block:: bash
python -m twine upload dist/*