ilyaraz90
Joined 5 years ago
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5
Submissions
6
Member since
Jan 25
Recent submissions
Comment · 2 years ago
You can already run inference of many modern ML models in-browser via, e.g., https://huggingface.co/docs/transformers.js/en/index .
Comment · 3 years 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 applications and show how these privacy claims can get problematic very quickly. Any feedback is welcome!
Comment · 3 years 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 the present form it is impractical and will be for the foreseeable future).
Comment · 3 years 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-enhancing technologies. Any feedback is welcome!