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Xiaoyu Fan's Projects

aby icon aby

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

aby3 icon aby3

A Three Party MPC framework for Machine learning and Databases

cogdl icon cogdl

CogDL: An Extensive Research Toolkit for Graphs

crypten icon crypten

A framework for Privacy Preserving Machine Learning

emp-ot icon emp-ot

Oblivious Transfer, Oblivious Transfer Extension and Variations

fabric icon fabric

Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.

frameworks icon frameworks

Sample code and build environments for MPC frameworks

fresco icon fresco

A FRamework for Efficient Secure COmputation

gigadoram icon gigadoram

This repo contains the artifact for the paper "GigaDORAM: Breaking the Billion Address Barrier" published in USENIX Security 2023. We provide directions and Python scripts for reproducing the experiments measuring GigaDORAM in the paper.

gpupool icon gpupool

GPU cluster kubernetes configurations and usages

libfss icon libfss

Library for performing Function Secret Sharing (FSS)

llama icon llama

Inference code for LLaMA models

mp-spdz icon mp-spdz

Versatile framework for multi-party computation

nfgen icon nfgen

NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms

pta icon pta

Pair-then-Aggregate: An Efficient and Large-scale Parallel Programming Paradigm for General-purpose MPC Platforms

pymodbus icon pymodbus

A full modbus protocol written in python

secrecy icon secrecy

A relational Multi-Party Computation framework for analytics in untrusted clouds

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