https://github.com/mc2-project/secure-aggregation

Secure aggregation for federated learning using enclaves
https://github.com/mc2-project/secure-aggregation

Last synced: 3 days ago
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Secure aggregation for federated learning using enclaves

• Host: GitHub
• URL: https://github.com/mc2-project/secure-aggregation
• Owner: mc2-project
• Created: 2020-09-04T19:01:35.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2021-01-26T02:01:11.000Z (almost 4 years ago)
• Last Synced: 2024-08-03T01:22:10.856Z (3 months ago)
• Language: C++
• Size: 7.48 MB
• Stars: 4
• Watchers: 6
• Forks: 4
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

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• Awesome-SGX-Open-Source - https://github.com/mc2-project/secure-aggregation

README

        
# Secure Aggregation

Secure aggregation for federated learning using secure enclaves.

## Installation

1. Follow the instructions in [`server/`](https://github.com/mc2-project/secure-aggregation/tree/master/server) to build the C++ library.

2. To install the Python package, navigate to `python-package/` and run the setup script.

```

sudo python3 setup.py install

```

3. Check that the secagg package has been installed.

```

$ python3

>>> import secagg

```