microsoft / CryptoNets

CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic E

Date Created 2019-06-02 (5 years ago)

Commits 34 (last one 2 years ago)

Stargazers 284 (0 this week)

Watchers 13 (0 this week)

Forks 72

License mit

Ranking

RepositoryStats indexes 586,254 repositories, of these microsoft/CryptoNets is ranked #138,807 (76th percentile) for total stargazers, and #165,778 for total watchers. Github reports the primary language for this repository as C#, for repositories using this language it is ranked #4,739/20,815.

microsoft/CryptoNets is also tagged with popular topics, for these it's ranked: neural-networks (#277/719)

Other Information

microsoft/CryptoNets has 2 open pull requests on Github, 6 pull requests have been merged over the lifetime of the repository.

All Topics

seal data-encrypted neural-networks homomorphic-encryptions

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Recent Commit History

8 commits on the default branch (master) since jan '22

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Languages

The only known language in this repository is C#

updated: 2024-11-21 @ 05:55pm, id: 189809704 / R_kgDOC1BEKA