SPU aims to be a `provable`, `measurable` secure computation device.
Project description
# SPU: Secure Processing Unit
SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.
SPU could be treated as a programmable device, it’s not designed to be used directly. Normally we use SecretFlow framework, which use SPU as the underline secure computing device.
Currently, we mainly focus on provable security. It contains a secure runtime that evaluates [XLA](https://www.tensorflow.org/xla/operation_semantics)-like tensor operations, which use [MPC](https://en.wikipedia.org/wiki/Secure_multi-party_computation) as the underline evaluation engine to protect privacy information.
SPU python package also contains a simple distributed module to demo SPU usage, but it’s NOT designed for production due to system security and performance concerns, please DO NOT use it directly in production.
## Contribution Guidelines
If you would like to contribute to SPU, please check [Contribution guidelines](CONTRIBUTING.md).
This documentation also contains instructions for [build and testing](CONTRIBUTING.md#build).
## Installation Guidelines
Please follow [Installation Guidelines](INSTALLATION.md) to install SPU.
## Acknowledgement
We thank the significant contributions made by [Alibaba Gemini Lab](https://alibaba-gemini-lab.github.io).
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
Hashes for spu-0.3.2b11-cp38-cp38-manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7367812e5a06ed5e1efe141758ecdeed36f047af8d03d731c6d2098a100f945d |
|
MD5 | 96a1ecb8ed0e40d3f25ff9c75f188446 |
|
BLAKE2b-256 | 3afdc9ff374aae9db4464aae9a22549e8a8f007ec0c8cc6ebc2f7d620f1e2a17 |
Hashes for spu-0.3.2b11-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6cd0ade8a4766fb9aee341dff99b87bfd2f6ae051bd93b591fe08466edf93ffe |
|
MD5 | 690ce8639ddaa90f0851b56b9f00cc86 |
|
BLAKE2b-256 | 1b3c44f2623151e4e774513f689d43800c26dc92c09967a253995a1060f9f64f |
Hashes for spu-0.3.2b11-cp38-cp38-macosx_10_16_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9b0350e233521c7a6233fa20e7cd2e40d658d7eb0e905de2abf53067d8d02265 |
|
MD5 | aa476060f9c6e5d5a4f555c2d0e26651 |
|
BLAKE2b-256 | e4432985e23306c735069acd4ab0ee7e55b120244703285db5c0fa4c9f988598 |