jwangit/psi-analytics

PSI operations with OSN

Private Set Operations from Oblivious Switching

An implementation of the protocols presented in the paper "Private Set Operations from Oblivious Switching" accepted at PKC'21 (https://eprint.iacr.org/2021/243.pdf). We present a circuit-PSI protocols to compute on the intersection to learn functionalities like cardinality, cardinality-sum, any function 'g' while leaking the intersection. This framework also allows us to learn the plain intersection and union of the sets. Lastly, we show how to compute the Private-ID functionality using our union protocol, making it the first Private-ID instantiated using symmetric-key operations.

Required packages:

• g++ (vection >=8)
• libboost-all-dev (version >=1.69)
• libgmp-dev
• libssl-dev
• libntl-dev

Compilation

To compile as library.

mkdir build
cd build
cmake [OPTIONS] -DCMAKE_BUILD_TYPE=[Release|Debug] ..
make
// or make -j 10 for faster compilation

Available options are as follows:

• -DPSI_ANALYTICS_BUILD_TESTS=ON to compile tests
• -DPSI_ANALYTICS_BUILD_EXAMPLE=ON to compile an example with circuit-based threshold checking.

The options can be combined to build both the tests and the example.

Tests

To run the tests and make sure that everything works as intended, you will need to run cmake with enabled PSI_ANALYTICS_BUILD_TESTS. Then, run the test binary in ${build_directory}/bin/ without arguments.

Applications

To run the available example, you will need to enable the PSI_ANALYTICS_BUILD_EXAMPLE flag. Then, run the example binary in${build_directory}/bin/ either from two terminals locally or between two machines. To find information about the command line arguments, run ${example_name} --help. Suitable parameters and formulas for calculating those can be found in the paper.