ilyaraz90

6 ms·

1. 1.▲
   by ilyaraz90 2y ago

   You can already run inference of many modern ML models in-browser via, e.g., https://huggingface.co/docs/transformers.js/en/index .
2. 2.▲
   by ilyaraz90 3y ago

   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 post, we give an overview of the technology and its applicatio
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   The Pros and Cons of Federated Learning(pyte.ai)

   2 points by ilyaraz90 3y ago|1 comments
4. 4.▲
   by ilyaraz90 3y ago

   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, since HE is a very fascinating paradigm (but I agree, in
5. 5.▲
   by ilyaraz90 3y ago

   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 its many flavors and compare it with related privacy-enhanc
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   Homomorphic Encryption: Universality at a Cost(pyte.ai)

   6 points by ilyaraz90 3y ago|3 comments