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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 --releaseto build the crate, bind it to the Python package and install the package locally.
Test
cargo testto test the Rust functionality.pytest testto test the Python package.
Publish
See docs/publish.md for details.
Release history Release notifications | RSS feed
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