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Secure Multiparty Computation Python Packages

Python packages with the GitHub topic secure-multiparty-computation. Sorted by relevance, with stars and monthly downloads.
lschoe
mpyc

MPyC: Multiparty Computation in Python

11K 415 82
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.

7K 323 145
nillionnetwork
nilql

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

7K 9 2
secretflow
secretflow

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

4K 3K 476
secretflow
secretflow-serving-lib

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

4K 16 6
secretflow
secretflow-lite

SecretFlow Lite

2K 3K 476
lapets
shamirs

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

2K 14 3
secretflow
sf-sml

Secretflow Secure Machine Learning

1K 323 145
nthparty
oblivious

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

774 26 6
nthparty
additive

Data structure for representing additive secret shares of integers, designed for use within secure MPC protocol implementations.

571 5 2
cicada-mpc
cicada-mpc

Flexible toolkit for fault tolerant secure multiparty computation.

537 6 2
nillionnetwork
blindfold

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

380 9 2
lschoe
mpyc-custom

MPyC: Multiparty Computation in Python

280 415 82
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.

211 0 0
nthparty
otc

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

171 4 4
Mohammad-Bakhtiari
fedscgen

A lightweight, pip-installable version of FedscGen.

138 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.

109 66 14
LatticeX-Foundation
latticex

A Privacy-Preserving Framework Based on TensorFlow

96 551 107
LatticeX-Foundation
latticex-rosetta

A Privacy-Preserving Framework Based on TensorFlow

82 551 107
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