lemonviv's repositories

aby3

A Three Party MPC framework for Machine learning and Databases

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ARM-Net

A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, and etc.

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Awesome-SGX-Open-Source

Open Source Projects that helps exploit Intel SGX technology

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awesome-zero-knowledge-proofs

A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).

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aws-lambda-onnx

test for aws lambda onnx

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blockchain-identity

Blockchain and Identity

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cool

COOL Source Code

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COOL-1

the source code of the COOL system

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CrypTen

A framework for Privacy Preserving Machine Learning

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darknetz

runs several layers of a deep learning model in TrustZone

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emp-agmpc

Global-Scale Secure Multiparty Computation

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FedML

FedML: A Research Library and Benchmark for Federated Machine Learning

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LambdaML

Machine learning on serverless platform

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MP-SPDZ

Falcon's fork of MP-SPDZ

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occlum

Occlum is a memory-safe, multi-process library OS for Intel SGX

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PaddleFL

Federated Deep Learning in PaddlePaddle

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Pivot

Privacy Preserving Vertical Federated Learning

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Pivot-SPDZ

SPDZ Library for the Pivot Project

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PyVertical

Privacy Preserving Vertical Federated Learning

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securenn-public

Implementation of protocols in SecureNN.

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sgx-dnet

SGX-Darknet: SGX compatible ML library

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shap

A game theoretic approach to explain the output of any machine learning model.

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slalom

Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware

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SplitNNDemo

A simple split learning demo code.

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styleguide

Style guides for Google-originated open-source projects

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universal-resolver

Universal Resolver implementation and drivers.

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