Private AI Series Library Support - Githubissues

OpenMined / PySyft

Perform data science on data that remains in someone else's server

https://www.openmined.org/

Apache License 2.0

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Private AI Series Library Support #4883

Closed madhavajay closed 2 years ago

madhavajay commented 3 years ago

Description

We require support for a number of libraries to cover the listed educational units below.

Why?

To facilitate the Private AI Series.

Breakdown

[ ] Support Public Key Technology: https://github.com/OpenMined/PySyft/issues/4844
[ ] Support Secure MPC: https://github.com/OpenMined/PySyft/issues/4845
[x] Support Homomorphic Encryption: https://github.com/OpenMined/PySyft/issues/4846
[ ] Support Functional Encryption: https://github.com/OpenMined/PySyft/issues/4847
[ ] Support Private Set Intersection: https://github.com/OpenMined/PySyft/issues/4848
[ ] Support Zero-knowledge Proofs: https://github.com/OpenMined/PySyft/issues/4850
[ ] Support Differential Privacy: https://github.com/OpenMined/PySyft/issues/4851
[ ] Support Secure Cloud Enclaves: https://github.com/OpenMined/PySyft/issues/4849
[ ] Support Split NNs: https://github.com/OpenMined/PySyft/issues/5204

Platform Support

The goal is full support, but let's see where we can get to. Python	Linux	Mac	Windows
3.6	✅	✅	✅
3.7	✅	✅	✅
3.8	✅	✅	✅

gmuraru commented 3 years ago

@madhavajay and also mark SMPC here