We’re Brian Retford, Jason Morton, and Ryan Cao, various researchers and developers in the ZKML (zero knowledge machine learning) space and we’ve been asked by r/privacy mods to help explain and answer questions about ZKML and why it’s important for the future of data privacy! AMA

• ezkl

  7 829 9.6 Rust

  ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.

  

u/zkonduit - Jason Morton CEO @ Zkonduit is building zkml developer tools such as ezkl that make it easy to turn computational graphs such as neural nets into zero-knowledge proofs. He has held a tenured professorship of Mathematics and Statistics, founded and sold a regulated Ethereum-based financial intermediary, and started turning deep learning models into systems of polynomial equations in 2008.

• plaidml

  14 4,575 5.4 C++

  PlaidML is a framework for making deep learning work everywhere.

  

basically agree with all of this, however I do want to highlight that there is no 'ZKML protocol plan' - the panel here are all involved in quite different projects and interested in ZKML for a variety of reasons. As one of the authors of https://github.com/plaidml/plaidml I'm not expecting any kind of standard protocol to evolve for several years; the group behind the AMA though is optimistic about the potential of ZKML and this AMA is part of the start of developing useful protocols.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

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