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This is the work for Privacy-Preserving Random Forest Implementation. NOTE: This repo is still under construction, please use at your own risk. :)

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Random Forest

An implementation of privacy-preserving random foreset traning.

NOTICE: This work has not been done with a comprehensive formal security analysis, thus may dangrous when used in practice.

This work bases on MP-SPDZ and Alglib

Build from source

git submodule update --init --recursive
cd scripts
./configure.sh
./build.sh

Run a simple test case

Open 1st terminal

./run.sh A 0

Open 2nd terminal

./run.sh B 0

Open 3rd terminal

./run.sh C 0
./run [ROLE] [DATASET]
[ROLE]: A, B, C
[DATASET]: 0(BC-TCGA). 1(GSE2034)

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This is the work for Privacy-Preserving Random Forest Implementation. NOTE: This repo is still under construction, please use at your own risk. :)

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