ezkl
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. (by zkonduit)
fingerprintjs
Browser fingerprinting library. Accuracy of this version is 40-60%, accuracy of the commercial Fingerprint Identification is 99.5%. V4 of this library is BSL licensed. (by fingerprintjs)
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ezkl | fingerprintjs | |
---|---|---|
7 | 346 | |
829 | 20,938 | |
7.0% | 1.9% | |
9.6 | 7.8 | |
3 days ago | 5 days ago | |
Rust | TypeScript | |
Apache License 2.0 | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ezkl
Posts with mentions or reviews of ezkl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-10-01.
- Show HN: Turn ML/AI models into zero-knowledge proofs
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Decentralized Artificial Intelligence
One can cryptographically prove the correct inference of a small AI model now with https://github.com/zkonduit/ezkl (our open-source package).
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PoisonGPT: We hid a lobotomized LLM on Hugging Face to spread fake news
Our project proves AI model execution with cryptography, but without any trusted hardware (using zero-knowledge proofs): https://github.com/zkonduit/ezkl
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Reverse Engineering TikTok's VM Obfuscation (Part 1)
What about sth like this https://github.com/zkonduit/ezkl ?
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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
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.
- GitHub - zkonduit/ezkl
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What's the Deal with Zkapps?
Examples include the various zkEVM projects, risc0, and slightly more limited stuff like our effort to compile PyTorch/ONNX to a zk circuit (https://github.com/zkonduit/ezkl).
Speed and memory usage is improving quickly.
fingerprintjs
Posts with mentions or reviews of fingerprintjs.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-22.