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Search results for secure computation
secure-computation
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44 search results found
Pysyft
⭐
9,332
Perform data science on data that remains in someone else's server
Awesome Mpc
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1,484
A curated list of multi party computation resources and links.
Tf Encrypted
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1,161
A Framework for Encrypted Machine Learning in TensorFlow
Mp Spdz
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829
Versatile framework for multi-party computation
Openhufu
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699
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
Openfl
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657
An open framework for Federated Learning.
Rosetta
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451
A Privacy-Preserving Framework Based on TensorFlow
Aby
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441
ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation
Libote
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387
A fast, portable, and easy to use Oblivious Transfer Library
Ciphercore
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367
User-friendly secure computation engine based on secure multi-party computation
Ppml Resource
⭐
184
Materials about Privacy-Preserving Machine Learning
Awesome Secure Computation
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171
Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.
Emp Tool
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170
Emp Ot
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128
Oblivious Transfer, Oblivious Transfer Extension and Variations
Fresco
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127
A FRamework for Efficient Secure COmputation
Cryptotools
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103
A repo to hold common tools used by my crypto projects
Rust Threshold Secret Sharing
⭐
95
A pure-Rust implementation of various threshold secret sharing schemes
Zk Paillier
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82
A collection of Paillier cryptosystem zero knowledge proofs
Motion
⭐
73
An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties
Kvsp
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73
A VSP; run your encrypted C code AS IS!
Falcon Public
⭐
62
Implementation of protocols in Falcon
Garbled Circuit
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61
A two-party secure function evaluation using Yao's garbled circuit protocol
Rust Paillier
⭐
59
A pure-Rust implementation of the Paillier encryption scheme
Yacl
⭐
52
YACL (Yet Another Common crypto library) is a C++ library that contains cryptgraphy, network and io modules which other SecretFlow code depends on.
Tf World Tutorial
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47
TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft
Sda
⭐
45
Secure distributed aggregation of high-dimensional vectors
Moose
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45
Secure distributed dataflow framework for encrypted machine learning and data processing
Rust Paillier
⭐
34
A pure-Rust implementation of the Paillier encryption scheme
Garble Lang
⭐
33
Turing-Incomplete Programming Language for Multi-Party Computation with Garbled Circuits
Jessica
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33
Jessica - Jessie (secure distributed Javascript) Compiler Architecture
Conclave
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31
Query compiler for secure multi-party computation.
Tinynmc
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28
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.
Starlarky
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21
VGS edition of Google's safe and hermetically sealed Starlark language - a non-Turing complete subset of Python 3.
Tinysig
⭐
14
Pure-Python implementation of a threshold ecdsa signature scheme based on a secure multi-party computation (MPC) protocol for evaluating arithmetic sum-of-products expressions via a non-interactive computation phase.
Ecelgamal
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14
Additive homomorphic EC-ElGamal
Compactmpc
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13
A lightweight library for secure multi-party computation (MPC) based on the GMW protocol, fully written in C#.
Cybersecurity Architecture
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12
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 guidelines and important resources about Software & Systems Architecture in Cybersecurity
Tf Pjc
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12
Bridge between TensorFlow and Google's Private Join and Compute library
Nettle
⭐
6
Flower-based Privacy-Preserving Federated Learning with secure aggregation using Carbyne Stack
Secure Computation Library
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6
Secure Computation Utilities
Damgard Secure Comparison Protocol
⭐
6
Proof-of-concept implementation of Damgard et al. secure comparison protocol as proposed in "Secure comparison for online auctions" by Ivan Damgard et al.
Securecomputation.jl
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6
Secure multiparty computation in Julia
Virt Scenario
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5
Prepare a Virtual Machine libvirt XML config and the host to match a specific scenario usage
Cicada Mpc
⭐
5
Fault-tolerant secure multiparty computation in Python.
1-44 of 44 search results
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