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You can already run inference of many modern ML models in-browser via, e.g., https://huggingface.co/docs/transformers.js/en/index .

Federated Learning is a way to train a machine learning model on user data distributed across many devices in a way that supposedly allows the data to stay private. In this blog po…

At Pyte, we don't use HE, but rather a related but much more practical primitive (Secure Multi-Party Computation, SMPC). However, this survey post meant to be merely educational, s…

Homomorphic Encryption is a modern way of encryption that allows one to run algorithms on encrypted data without first decrypting it. We give an overview of the technology, discuss…