Mphasis PPML Research Project

SecureML Implementation

Dependencies

• Eigen
• emp-ot

Execution

git clone https://github.com/kubershahi/mphasis_ppml.git
cd mphasis_ppml

// for linear regression
make linear
./linear

// for logitic regression
make logistic
./logistic

Papers

• SecureML: https://ieeexplore.ieee.org/document/7958569
• BLAZE: https://eprint.iacr.org/2020/042.pdf

Note

This is under active development. Major code refragmentation is to be expected soon.