Yitao Duan

PrivPy: Enabling Scalable and General Privacy-Preserving Machine Learning

2018 · arXiv (Cornell University)

We introduce PrivPy, a practical privacy-preserving collaborative computation framework, especially optimized for machine learning tasks. PrivPy provides an easy-to-use and highly compatible Python programming front-end which supports high-level array operations and different secure computation engines …