ZKML Demo @ ZKPool
ZKML: Zero-Knowledge Machine Learning
What is ZKML: ZKML utilizes Zero-Knowledge Proof technology to prove the machine learning's computation. Learn more here
Proving system
It’s using Risc Zero’s ZKVM solution and its continuation technology. Code available on Github
Demo Introduction
In this demonstration, a decision trees machine learning model is employed to showcase the popular Iris flow classification. You can learn more about Iris flower classification here. By leveraging Zero-Knowledge Proof technology, this demo not only generates a classification result but also produces a Zero-Knowledge proof to demonstrate the use of the correct model.
We have randomly generated five images, and users can click on any image to trigger the ZKML proving process. Furthermore, ZKPool divides large proving tasks into smaller ones and distributes them across multiple provers, resulting in faster task completion. This enables users to participate using consumer-level devices.