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secretflow
spu

SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.

10K 323 144
lschoe
mpyc

MPyC: Multiparty Computation in Python

10K 414 83
nillionnetwork
nilql

Python library for working with encrypted data within nilDB queries and replies.

8K 9 2
secretflow
secretflow

A unified framework for privacy-preserving data analysis and machine learning

8K 3K 475
secretflow
secretflow-serving-lib

SecretFlow-Serving is a serving system for privacy-preserving machine learning models.

5K 16 6
secretflow
secretflow-lite

A unified framework for privacy-preserving data analysis and machine learning

5K 3K 475
lapets
shamirs

Minimal pure-Python implementation of Shamir's secret sharing scheme.

2K 14 3
secretflow
sf-sml

Secretflow Secure Machine Learning

1K 323 144
nthparty
oblivious

Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.

852 26 6
nthparty
additive

Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.

501 5 2
cicada-mpc
cicada-mpc

Fault-tolerant secure multiparty computation in Python.

375 6 2
nillionnetwork
blindfold

Python library for working with encrypted data within nilDB queries and replies.

367 9 2
nthparty
otc

Oblivious transfer (OT) communications protocol message/response functionality implementations based on Curve25519 and the Ristretto group.

238 4 4
lschoe
mpyc-custom

MPyC for Multiparty Computation in Python

231 414 83
nthparty
exclusive

Data structure for representing secret shares of byte vectors based on bitwise XOR, designed for use within secure multi-party computation (MPC) protocol implementations.

195 0 0
Mohammad-Bakhtiari
fedscgen

A lightweight, pip-installable version of FedscGen.

107 0 0
nillion-oss
tinynmc

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.

97 66 14
LatticeX-Foundation
latticex

A Privacy-Preserving Framework Based on TensorFlow

91 551 107
LatticeX-Foundation
latticex-rosetta

A Privacy-Preserving Framework Based on TensorFlow

68 551 107
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