Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption (HE), named Paillier cryptosystem, by utilizing Intel® IPP-Crypto technologies on Intel CPUs supporting the AVX512IFMA instructions. The library is written in modern standard C++ and provides the essential API for the Paillier cryptosystem scheme. Intel Paillier Cryptosystem Library - Python is a Python extension package intended for Python based privacy preserving machine learning solutions which utilizes the partial HE scheme for increased data and model protection.
Hi @skmono, I'm testing IPCL v2.0 performance on some FATE workloads. It turned out that these federated learning tasks failed since we needed to use QAT in multiple processes, which is not supported for now. I will try to get more details. Please let me know if you have any suggestions. Thanks!
Hi @skmono, I'm testing IPCL v2.0 performance on some FATE workloads. It turned out that these federated learning tasks failed since we needed to use QAT in multiple processes, which is not supported for now. I will try to get more details. Please let me know if you have any suggestions. Thanks!