No project description provided

Project description

Sycret

Python library for Function Secret Sharing with an efficient Rust backend using the AES-NI hardware acceleration. It is used in PySyft for ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing.

Disclaimer. Sycret is not production-ready yet. It is intended for research and prototyping purposes.

Installation

pip install sycret

Integration with PySyft

The Python package is called from PySyft, like in this branch.

Development instructions

Structure

src: the Rust crate.
rustfss: the Python package calling the Rust crate with Maturin.
tests: tests for the Rust crate.
test: tests for the Python wrapper.

Build

Create a Python environment from dev-requirements.txt
maturin develop -b cffi --release to build the crate, bind it to the Python package and install the package locally.

Test

cargo test to test the Rust functionality.
pytest test to test the Python package.

Publish

See docs/publish.md for details.

Project details

Release history Release notifications | RSS feed

0.2.8

Oct 13, 2021

This version

0.2.4

Oct 13, 2021

0.2.1

Sep 28, 2021

0.1.3

Dec 20, 2020

0.1.2

Nov 27, 2020

0.1.1

Nov 26, 2020

0.1.0

Nov 17, 2020

0.0.1-alpha.3 pre-release

Nov 16, 2020

0.0.1-alpha.2 pre-release

Nov 9, 2020

0.0.1-alpha.1 pre-release

Oct 26, 2020

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

sycret-0.2.4-py3-none-win_amd64.whl (136.4 kB view details)

Uploaded Oct 13, 2021 Python 3 Windows x86-64

sycret-0.2.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (182.9 kB view details)

Uploaded Oct 13, 2021 Python 3 manylinux: glibc 2.17+ ARM64

sycret-0.2.4-py3-none-macosx_10_7_x86_64.whl (181.4 kB view details)

Uploaded Oct 13, 2021 Python 3 macOS 10.7+ x86-64

File details

Details for the file sycret-0.2.4-py3-none-win_amd64.whl.

File metadata

Download URL: sycret-0.2.4-py3-none-win_amd64.whl
Upload date: Oct 13, 2021
Size: 136.4 kB
Tags: Python 3, Windows x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/0.11.4

File hashes

Hashes for sycret-0.2.4-py3-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`c84c0874b0f8d5512222396d2788c789bfea0c6199e1c66025d2370d41015dcb`
MD5	`4f9f8dc7cd78101d01d3afa70013b2e6`
BLAKE2b-256	`67f775b0710130e34e44521117702e77915fdefd4362e9cd3edc98b4a8c90d89`

See more details on using hashes here.

File details

Details for the file sycret-0.2.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

Download URL: sycret-0.2.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Upload date: Oct 13, 2021
Size: 182.9 kB
Tags: Python 3, manylinux: glibc 2.17+ ARM64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/0.11.4

File hashes

Hashes for sycret-0.2.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`78d9e155eaafbeb8d8fc7c14ad1d1adaef6cc9ebed909f1ffa11fd2085c79703`
MD5	`a8764de45018ec95dd845e01c8da5414`
BLAKE2b-256	`e21293de940a71febc61117d3a5ef438f609a152dd164c47832cf396316c11fb`

See more details on using hashes here.

File details

Details for the file sycret-0.2.4-py3-none-macosx_10_7_x86_64.whl.

File metadata

Download URL: sycret-0.2.4-py3-none-macosx_10_7_x86_64.whl
Upload date: Oct 13, 2021
Size: 181.4 kB
Tags: Python 3, macOS 10.7+ x86-64
Uploaded using Trusted Publishing? No
Uploaded via: maturin/0.11.4

File hashes

Hashes for sycret-0.2.4-py3-none-macosx_10_7_x86_64.whl
Algorithm	Hash digest
SHA256	`463884ff09948eab3a43e2f32200048644103dbd568a64a6b2e5c9d91a690aca`
MD5	`54536641210fae8792c2b17a83f22630`
BLAKE2b-256	`4102156a76fa8308a04e7eaaf9784a2e92ba13feaa338832a77686d09667e822`