RiseFL mainly require the following dependencies, you may refer to the following steps to install them.
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libsodium 1.0.18 https://doc.libsodium.org/
mkdir temp cd temp wget https://download.libsodium.org/libsodium/releases/libsodium-1.0.18-stable.tar.gz tar -xzvf libsodium-1.0.18-stable.tar.gz cd libsodium-stable/ ./configure make && make check make install
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GMP 6.2.0 https://gmplib.org/ (this version should match NTL)
cd temp wget https://ftp.gnu.org/gnu/gmp/gmp-6.2.0.tar.xz tar -xf gmp-6.2.0.tar.xz cd gmp-6.2.0/ ./configure make && make check make install
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NTL 11.5.1 https://libntl.org/: install this library following the documentation https://libntl.org/doc/tour-unix.html
cd temp wget https://libntl.org/ntl-11.5.1.tar.gz tar -xzvf ntl-11.5.1.tar.gz cd ntl-11.5.1/src/ ./configure make && make check make install
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TBB (https://en.wikipedia.org/wiki/Threading_Building_Blocks)
sudo apt-get install libtbb-dev
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cmake version 3.24 or later: https://cmake.org/install/
cd temp git clone https://github.com/Kitware/CMake.git cd CMake ./bootstrap make -j$(nproc) make install hash -r cmake --version
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swig (https://github.com/swig/swig):
sudo apt-get update && sudo apt-get -y install swig
After finish installing the dependencies, can run bash make.sh to build the library. After that, can
test if the build is successful by cd build and ./test.
If use the library for python to invoke, can check the python sys.path by python3 -m site to get the path of
python packages, and then cp the libraries to that path, for example:
cp -t /usr/local/lib/python3.8/dist-packages librisefl_crypto.a _risefl_interface.so risefl_interface.pyThen, can test if the library installation by python3 and import risefl_interface.
Test script with explanations:
- python/test.py for a simulation of one iteration step of the system
Simulation experiments with three datasets as in the paper https://arxiv.org/abs/2311.15310 uses a fork of FLSim.