TF Encrypted

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16 repositories

tf-encrypted
Public
A Framework for Encrypted Machine Learning in TensorFlow
cryptography privacy secure-computation confidential-computing machine-learning deep-learning tensorflow
Python
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Apache License 2.0
•215•1.2k•145•0•Updated Sep 25, 2024Sep 25, 2024
aes-prng
Public
Rust pseudo-random number generator based on AES
rust cryptography aes prng
Rust
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Apache License 2.0
•2•8•3•0•Updated Sep 16, 2024Sep 16, 2024
moose
Public
Secure distributed dataflow framework for encrypted machine learning and data processing
data-science machine-learning cryptography privacy distributed-computing secure-computation
Rust
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Apache License 2.0
•16•58•106•4•Updated Mar 20, 2024Mar 20, 2024
vkQuake
Public
Vulkan Quake port based on QuakeSpasm
C
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GNU General Public License v2.0
•222•0•0•0•Updated Apr 30, 2023Apr 30, 2023
website
Public
The website for TF Encrypted
JavaScript
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Apache License 2.0
•1•13•3•19•Updated Jan 5, 2023Jan 5, 2023
tf-pjc
Public
Bridge between TensorFlow and Google's Private Join and Compute library
machine-learning cryptography tensorflow homomorphic-encryption secure-computation private-set-intersection private-intersection-sum
Python
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Apache License 2.0
•3•16•8•3•Updated Dec 27, 2022Dec 27, 2022
tf-big
Public
Arbitrary precision integers in TensorFlow
machine-learning cryptography tensorflow
Python
•
Apache License 2.0
•1•11•14•4•Updated Dec 27, 2022Dec 27, 2022
moose-whitepaper
Public
TeX
•1•5•0•0•Updated Jun 3, 2022Jun 3, 2022
assets
Public
Apache License 2.0
•0•0•0•0•Updated Apr 20, 2021Apr 20, 2021
federated-aggregations
Public
Secure aggregation protocol for TensorFlow Federated
secure-computation federated-learning
Python
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Apache License 2.0
•4•21•0•0•Updated Aug 19, 2020Aug 19, 2020
federated
Public
A framework for implementing federated learning
Python
•
Apache License 2.0
•584•1•0•1•Updated Jul 7, 2020Jul 7, 2020
rfcs
Public
Community design documents
Python
•0•3•10•5•Updated Jun 10, 2020Jun 10, 2020
community
Public
Stores documents used by the TensorFlow developer community
Apache License 2.0
•576•0•0•1•Updated May 4, 2020May 4, 2020
tf-seal
Public
Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library
machine-learning cryptography tensorflow homomorphic-encryption
C++
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Apache License 2.0
•16•95•18•0•Updated Jan 22, 2020Jan 22, 2020
.github
Public template
GitHub templates
0•0•0•0•Updated Nov 5, 2019Nov 5, 2019
tf-encrypted.github.io
Public archive
Website
0•4•0•0•Updated Apr 23, 2019Apr 23, 2019