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aby

ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation

aby3

A Three Party MPC framework for Machine learning and Databases

apollo-server

🌍 GraphQL server for Express, Connect, Hapi, Koa and more

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.

awesome-cryptography

A curated list of cryptography resources and links.

awesome-federated-learning

resources about federated learning and privacy in machine learning

awesome-mpc

A curated list of multi party computation resources and links.

awesome-sgx-open-source

Open Source Projects that helps exploit Intel SGX technology

awesome-zero-knowledge-proofs

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

aws-lambda-onnx

test for aws lambda onnx

batchcrypt

bgn

bgn-1

BGN encryption scheme implementation using Go

bgn2

Proof of concept implementation of BGN-F-CF, a provable-secure, low-depth, pairing-based, homomorphic cryptosystem

blockchain-identity

Blockchain and Identity

books

cart

Classification and Regression Trees with Random Forest implemented in Python

ccf

Confidential Consortium Framework - a framework to build secure, highly available, and performant applications that focus on multi-party compute and data

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

chefboost

Lightweight Decision Trees Framework supporting Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python

conference-acceptance-rate

Statistics of acceptance rate for the main AI conference

cool

COOL Source Code

cool-1

the source code of the COOL system

crypten

A framework for Privacy Preserving Machine Learning

cryptopp

free C++ class library of cryptographic schemes

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

darknetz

runs several layers of a deep learning model in TrustZone

deeplearning

dizk

Java library for distributed zero knowledge proof systems

dlg

[NeurIPS 2019] Deep Leakage From Gradients