Zero Knowledge Machine Learning (zkML) Explained: What is zkML?
TLDR tread to learn zkML Practical Use Cases of zkML in the WEB3 World We have learned that Zero-Knowledge Proofs are a potent tool and combined with machine learning techniques they …
Advantages and Challenges of Zero-Knowledge Machine Learning
Jun 21, 2023 · The empowerment of ML by ZK primarily manifests in the ZKP throughout the entire ML process, enabling the interaction between ML and on-chain functionality. This …
Where ZK and ML intersect with Yi Sun and Daniel Kang
Feb 22, 2023 · This week, Anna Rose and Tarun Chitra dive back into the topic of ZK ML with guests Yi Sun, co-founder of Axiom, and Daniel Kang, Assistant Professor of computer …
Demo of ML for MNIST classification in a zero knowledge proof
draw a digit or select an image of a hand-drawn digit pass the digit through 2 conv layers and 2 FC layers in browser, generating a dim 84 embedding generate a zkSNARK proof in browser …
GitHub - zk-ml/linear-regression-demo: private quantized linear ...
private quantized linear regression on Ethereum. Contribute to zk-ml/linear-regression-demo development by creating an account on GitHub.
Verifying hand signals on-chain with ML and ZK - GitHub
With more improvements to ZK, we could potentially run the whole ML model on-chain. In time, we could also use more way more complex ML models than on this example like Face …
Zero-Knowledge Proofs and Machine Learning: A Powerful
Nov 6, 2023 · Zero-knowledge proofs (ZK) and Machine Learning (ML) may seem unrelated, but they have significant connections. ZK, a cryptographic method, can address issues in …
zkML: Evolving the Intelligence of Smart Contracts Through Zero ...
May 23, 2023 · These off-chain ML oracles could be used to trustlessly settle real-world prediction markets, insurance protocol contracts, and more by verifying the inference and publishing the …
Enhancing Trust in AI Marketplaces: Evaluating On-Chain …
Apr 7, 2025 · These considerations highlight the need for a decentralized approach that leverages off-chain computation for data collection and verification and on-chain zk verification to …
What is zkML?. Real-world use cases of zkML - Medium
Jan 31, 2024 · What is zkML? Real-world use cases of zkML Hey there! Today, let’s take an even deeper dive into zkML, demystifying this tech term you might have heard about but didn’t quite …