Facebook’s Pytorch had created a huge buzz in the market when it was released five years ago. Now, it is not only the most preferred frameworks for Machine Learning and Deep Learning models but also one of the most powerful tools in research to develop new libraries and frameworks(like Huggingface, Fast.ai, etc). One of the most captivating libraries released by Facebook’s AI Research Lab(FAIR) is CrypTen – a tool for secure computation in ML. CrypTen is an open-source Python framework, built on Pytorch, to provide secure and privacy-preserving machine learning.

Crypten serves Secure Multiparty Computation as its secured computing backend and lessens the gap between ML researchers/developers and cryptography by facilitating Pytorch API’s to perform encryption techniques. Read More