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bugout-dev
humbug

Get usage metrics and crash reports for your API, library, or command line tool.

40K 38 6
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
secretflow
secretflow

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

8K 3K 475
data61
anonlink

Python implementation of anonymous linkage using cryptographic linkage keys

7K 74 8
benzsevern
goldenmatch

🟡 Golden Suite — polyglot data-quality + entity-resolution toolkit. GoldenCheck profiles → GoldenFlow standardizes → GoldenMatch dedupes → GoldenPipe orchestrates. Zero-config defaults, 97% F1, MCP server per package + one master, multi-arch container images, drop-in Airflow DAGs.

5K 36 5
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
martaajonees
dp-sequential-events

Differential privacy for sequential event logs, anonymizing case IDs and timestamps while preserving statistical properties.

3K 0 0
IFCA-Advanced-Computing
pycanon

pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.

3K 52 9
secretflow
secretflow-spec

SecretFlow Open Specification is a protocol stack designed for privacy-preserving applications.

1K 7 2
secretflow
sf-sml

Secretflow Secure Machine Learning

1K 323 144
ray-project
rayfed-nightly

A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.

1K 96 23
ray-project
secretflow-rayfed

A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.

760 96 23
FederatedAI
fate-test

test tools for FATE

593 6K 2K
indexnetwork
indexnetwork-sdk

Index Network SDK

547 92 16
burning-cost
insurance-synthetic

Vine copula synthetic insurance portfolio data generator

494 0 0
AI-team-UoA
privjedai

An open-source library that leverages Python’s data science ecosystem to build powerful end-to-end Privacy Preserving Record Linkage workflows.

357 5 0
nxank4
loclean

High-performance, local-first semantic data cleaning library

314 10 1
BenetManzanaresSalor
taeval

This repository contains the code and experimental data for the Text Anonymization Evaluator (TAE), an evaluation tool for anonymized documents including multiple state-of-the-art metrics for both utility preservation and privacy protection assessment.

302 0 0
FederatedAI
sage-testsuite

testsuite for FATE

285 6K 2K
ThaminduR
spark-privacy-preserver

Anonymizing Library for Apache Spark

190 31 8
asterinas
trustflow-sgx2-generation

A privacy-preserving computing system based on TEE.

183 37 19
chigwell
ai-mysql-translator

A new package enables AI systems to securely interact with MySQL databases by translating natural language queries into structured SQL commands. It processes user text input to generate safe, validate

177 1 0
asterinas
trustflow-verification

A privacy-preserving computing system based on TEE.

163 37 19
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