Secure-Two-party-K-means-

In this project, we develope and test a Two-Party k-Means Clustering Protocol that guarantees privacy, and is more efficient than utilizing a general multiparty “compiler” to achieve the same task.

Requirements

• A Linux distribution of your choice (bioSecure (k-means) was developed and tested with recent versions of Debian and Ubuntu).

• Required packages for bioSecure:

  • g++ (version >=8) or another compiler and standard library implementing C++17 including the filesystem library
  • make
  • cmake
  • libgmp-dev
  • libssl-dev
  • libboost-all-dev (version >= 1.66)

• Required packages for REST:

  • libcpprest-dev

Getting Started

First, clone this repository.

$ git clone https://github.com/jamie-cui/k-means.git

$ cd biosecure
$ mkdir build
$ cd build

Please make sure you have g++(>=8) set as default compiler, or you could compile using cmake flag -DCMAKE_CXX_COMPILER=g++-8.

$ cmake .. -DCMAKE_CXX_COMPILER=g++-8

Optionally, you may use -DBUILD_TEST=On to build tests.

Then make the project.

$ make

Also you can use Doxygen to automatically generate docs

$ mkdir docs
$ doxygen