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Discover 22 open source projects

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EthicalML/awesome-production-machine-learning

Curated list of open source libraries for deploying, monitoring, and scaling machine learning in production

20.2K
Active
ML Ops
#machine-learning#mlops#ai

tenacityteam/tenacity-legacy

An open-source audio recording and editing application that focuses on privacy and security.

6.7K
Archived
C++
API Frameworks
CLI Tools
#audio#recording#privacy-friendly

Shawn-Shan/fawkes

Fawkes is a privacy-preserving tool against facial recognition systems, built using Python.

5.5K
Archived
Python
Computer Vision
Privacy Tools
#adversarial-machine-learning#face-recognition#privacy-enhancing-technologies

nearai/ironclaw

Rust implementation of OpenClaw focusing on privacy-preserving AI model execution and security hardening.

4.2K
Active
Rust
Local Inference Engines
AI SDKs & Wrappers
Rust
#privacy-preserving#rust-inference#openclaw

ArchGPT/insomnium

Insomnium is a fast, privacy-focused local API testing tool that supports GraphQL, REST, WebSockets, and gRPC.

3.5K
Archived
JavaScript
API Clients & Testing
CLI Tools
Electron
#api-testing#privacy-preserving#GraphQL

whylabs/whylogs

An open-source data logging library for machine learning models and data pipelines.

2.8K
Archived
Jupyter Notebook
React
#data-pipeline#machine-learning#open-source

WalletWasabi/WalletWasabi

Open-source, non-custodial, privacy-preserving Bitcoin wallet for multiple platforms.

2.5K
Active
C#
Crypto Tools
#bitcoin#wallet#privacy

meta-pytorch/opacus

A library for training PyTorch models with differential privacy, enabling privacy-preserving machine learning.

1.9K
Stable
Jupyter Notebook
Machine Learning Ops
Inference
PyTorch
#differential-privacy#machine-learning#neural-network

nymtech/nym

Nym is a decentralized, privacy-preserving network that enables anonymous transactions and strong network-level privacy.

1.6K
Active
Rust
Privacy Tools
Decentralized
#decentralized#mixnet#privacy

iden3/circom

A zkSnark circuit compiler for building privacy-preserving applications.

1.6K
Active
WebAssembly
API Frameworks
RAG & Vector
#zksnark#privacy#circuits

IBM/fhe-toolkit-linux

An IBM toolkit for computing on encrypted data without decryption, with demos for secure ML and key-value search.

1.5K
Archived
C++
Inference
Security Research
#crypto#cryptography#encryption

zama-ai/concrete-ml

A Python library for privacy-preserving machine learning using Fully Homomorphic Encryption.

1.4K
Active
Python
LLM Frameworks
React
#machine-learning#privacy-preserving#fully-homomorphic-encryption

primihub/primihub

An open-source privacy-preserving computing platform for secure multi-party computation and federated learning.

1.4K
Stable
C++
C++
#privacy-preserving#multi-party-computation#federated-learning

hukkelas/DeepPrivacy

A GAN-based tool for anonymizing faces in images, useful for privacy-preserving computer vision applications.

1.3K
Archived
Python
Computer Vision
ML Ops
Python
#computer-vision#anonymization#privacy

mehrdadrad/radvpn

A decentralized VPN written in Go that provides secure, privacy-preserving internet access.

1.2K
Archived
Go
Privacy Tools
Containerization
#vpn#decentralized#security

tf-encrypted/tf-encrypted

A framework for encrypted machine learning in TensorFlow, enabling confidential computing and privacy-preserving AI.

1.2K
Archived
Python
ML Ops
Privacy Tools
TensorFlow
#confidential-computing#cryptography#privacy-preserving

decentralized-identity/ion

An open-source, decentralized identity protocol built on top of Bitcoin, enabling secure and privacy-preserving digital identities.

1.2K
Archived
HTML
Authentication
DeFi
#decentralized-identity#blockchain#bitcoin

WeBankBlockchain/WeIdentity

A decentralized identity solution based on blockchain that follows W3C DID and Verifiable Credential standards.

1.1K
Experimental
Java
Smart Contracts
Authentication
#blockchain#identity#verifiable-credentials

cryptosphere/cryptosphere

Cryptosphere is an encrypted peer-to-peer web application platform for decentralized, privacy-preserving apps.

1.1K
Archived
Ruby
Backend Frameworks
Privacy Tools
#encryption#decentralization#privacy

data61/MP-SPDZ

Versatile framework for secure multi-party computation with various privacy-preserving techniques.

1.1K
Stable
C++
MCP Frameworks
Privacy Tools
#confidential-computing#multi-party-computation#privacy-preserving-computing
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