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Perform data science on data that remains in someone else's server
Created
2017-07-18
29,757 commits to dev branch, last one a day ago
A curated list of multi party computation resources and links.
Created
2017-04-12
127 commits to master branch, last one about a month ago
A Framework for Encrypted Machine Learning in TensorFlow
Created
2018-03-21
604 commits to master branch, last one about a year ago
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
Created
2021-07-29
216 commits to main branch, last one 24 days ago
An open framework for Federated Learning.
fedavg
fedopt
openfl
python
fedcurv
fedprox
deep-learning
machine-learning
federated-learning
secure-computation
federated-analytics
distributed-learning
distributed-computing
collaborative-learning
federated-deep-learning
keras-federated-learning
pytorch-federated-learning
federated-learning-framework
tensorflow-federated-learning
privacy-preserving-machine-learning
Created
2021-01-12
632 commits to develop branch, last one 10 days ago
A Privacy-Preserving Framework Based on TensorFlow
Created
2020-04-08
463 commits to master branch, last one 2 years ago
ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation
Created
2014-11-28
347 commits to public branch, last one 2 years ago
A fast, portable, and easy to use Oblivious Transfer Library
Created
2016-11-06
972 commits to master branch, last one 5 days ago
User-friendly secure computation engine based on secure multi-party computation
Created
2022-03-31
263 commits to main branch, last one 10 months ago
Materials about Privacy-Preserving Machine Learning
Created
2019-05-22
71 commits to master branch, last one 15 days ago
This repository has no description...
Created
2016-06-09
402 commits to master branch, last one 10 months ago
Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.
Created
2019-03-12
81 commits to master branch, last one 2 months ago
Oblivious Transfer, Oblivious Transfer Extension and Variations
Created
2016-06-09
243 commits to master branch, last one about a year ago
A FRamework for Efficient Secure COmputation
Created
2015-11-24
3,242 commits to master branch, last one about a month ago
A VSP; run your encrypted C code AS IS!
Created
2019-11-03
237 commits to master branch, last one 2 years ago
A collection of Paillier cryptosystem zero knowledge proofs
Created
2018-11-29
76 commits to master branch, last one about a year ago
A repo to hold common tools used by my crypto projects
Created
2016-11-18
722 commits to master branch, last one 22 days ago
A pure-Rust implementation of the Paillier encryption scheme
Created
2018-05-26
116 commits to master branch, last one 5 years ago
Implementation of protocols in Falcon
Created
2020-05-19
27 commits to master branch, last one about a year ago
An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties
Created
2020-09-15
927 commits to dev branch, last one 10 months ago
YACL (Yet Another Common crypto library) is a C++ library that contains cryptgraphy, network and io modules which other SecretFlow code depends on.
Created
2022-07-02
311 commits to main branch, last one 3 days ago
A two-party secure function evaluation using Yao's garbled circuit protocol
Created
2018-12-15
56 commits to master branch, last one 2 years ago
Secure distributed dataflow framework for encrypted machine learning and data processing
Created
2020-04-22
665 commits to main branch, last one about a year ago
TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft
This repository has been archived
(exclude archived)
Created
2019-09-24
26 commits to master branch, last one 4 years ago
Minimal pure-Python implementation of a secure multi-party computation (MPC) protocol for evaluating arithmetic sum-of-products expressions via a non-interactive computation phase.
Created
2023-10-17
24 commits to main branch, last one 2 months ago
An ongoing & curated collection of awesome software best practices and techniques, libraries and frameworks, E-books and videos, websites, blog posts, links to github Repositories, technical guideline...
scale
metrics
designer
scale-up
scalability
secure-boot
secure-backup
secure-coding
secure-storage
design-patterns
design-thinking
secure-by-design
high-availability
secure-by-default
secure-computation
software-engineering
performance-monitoring
cybersecurity-education
high-performance-computing
security-in-artificial-intelligence
Created
2021-12-30
77 commits to main branch, last one about a year ago
Turing-Incomplete Programming Language for Multi-Party Computation with Garbled Circuits
Created
2022-01-12
377 commits to main branch, last one 2 days ago