Metadata-Version: 2.1
Name: cicd-test-ziyan
Version: 0.1.0
Summary: Facebook Private Computation Service
Home-page: https://github.com/facebookresearch/FBPCS
Author: Facebook
Author-email: researchtool-help@fb.com
License: UNKNOWN
Description: # FBPCS (Facebook Private Computation Service)
        [Secure multi-party computation](https://en.wikipedia.org/wiki/Secure_multi-party_computation) (also known as secure computation, multi-party computation (MPC), or privacy-preserving computation) is a subfield of cryptography with the goal of creating methods for parties to jointly compute a function over their inputs while keeping those inputs private.
        
        FBPCS (Facebook Private Computation Service) is a secure, privacy safe and scalable architecture to deploy MPC (Multi Party Computation) applications in a distributed way on virtual private clouds. [FBPCF](https://github.com/facebookresearch/fbpcf) (Facebook Private Computation Framework) is for scaling MPC computation up via threading, while FBPCS is for scaling MPC computation out via [Private Scaling](https://github.com/facebookresearch/FBPCS/blob/main/docs/PrivateScaling.md) architecture. FBPCS consists of various services, interfaces that enalbe various private measurement solutions, e.g. [Private Lift](https://github.com/facebookresearch/fbpcf/blob/master/docs/PrivateLift.md).
        
        [Private Scaling](https://github.com/facebookresearch/FBPCS/blob/main/docs/PrivateScaling.md) resembles the map/reduce architecture and is secure against a semi-honest adversary who tries to learn the inputs of the computation. The goal is to secure the intermediate output of each shard to prevent potential privacy leak.
        
        ## Installation Requirements:
        ### Prerequisites for working on Ubuntu 18.04:
        * An AWS account (Access Key ID, Secret Access Key) to use AWS SDK (boto3 API) in FBPCS
        * python >= 3.8
        * python3-pip
        
        ## Installing prerequisites on Ubuntu 18.04:
        * python3.8
        ```sh
        sudo apt-get install -y python3.8
        ```
        * python3-pip
        ```sh
        sudo apt-get install -y python3-pip
        ```
        ## Installing fbpcs
        ```sh
        git clone https://github.com/facebookresearch/FBPCS.git
        cd FBPCS
        sudo python3 -m pip install -e . --user
        ```
        
        ## Architecture
        <img src="https://github.com/facebookresearch/FBPCS/blob/main/docs/PCSArch.jpg?raw=true" alt="Figure 1: Architecture of FBPCS" width="50%" height="50%">
        
        ### Services:
        
        * MPCService is the public interface that provides APIs to distribute a MPC application with large dataset to multiple MPC workers on cloud.
        
        
        ### [Other components](https://github.com/facebookresearch/FBPCS/blob/main/docs/FBPCSComponents.md)
        
        ## Join the FBPCS community
        * Website: https://github.com/facebookresearch/fbpcs
        * See the [CONTRIBUTING](https://github.com/facebookresearch/FBPCS/blob/main/CONTRIBUTING.md) file for how to help out.
        
        ## License
        FBPCS is [MIT](https://github.com/facebookresearch/FBPCS/blob/main/LICENSE) licensed, as found in the LICENSE file.
        
Platform: UNKNOWN
Requires-Python: >=3.8
Description-Content-Type: text/markdown
