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zk-Oracle: Trusted Off-Chain Compute and Storage for Decentralized . . . We tackle this challenge by introducing zk-Oracle, which provides an eficient and trusted compute and storage off-chain zk-Oracle builds on zero-knowledge proof (zk-proof for short) technologies to achieve two goals First, the computation of data structures from raw data and the corresponding proof generation is improved in terms of performance
zkOracles: Redefining Security in the Blockchain Space This innovative approach not only paves the way for scaling Ethereum smart contracts but also empowers them to tackle intricate tasks like automation and machine learning
Hyper Oracle Introduces opML, a Game-Changing Approach to Machine . . . Hyper Oracle has successfully launched its Optimistic Machine Learning (opML) in the first open-source implementation of the technology This solution will provide a flexible and performant approach for running large machine learning (ML) models on the Ethereum blockchain In the meantime, the
Six Moonshot ZK Applications - gubsheep. eth - Substack Decentralized Machine Learning Oracles: Matrix arithmetic, regression, and even neural network execution on-chain Private Asset Inventory Commitments: Fully decentralized TCGs, where games (and not just card ownership) are on the blockchain; private inventories in digital worlds
Where Zero-Knowledge Machine Learning (zkML) Fits into the . . . - Substack In this primer, I introduce an emerging ecosystem, zero-knowledge machine learning (ZKML), as one such promising technique to reconcile the benefits of ML with data privacy (leveraging zero-knowledge proofs to evaluate ML models without revealing underlying data)
Oracle Machine Learning Basics Each machine learning technique specifies a class of problems that can be modeled and solved A basic understanding of machine learning techniques and algorithms is required for using Oracle Machine Learning Machine learning techniques fall generally into two categories: supervised and unsupervised Notions of supervised and unsupervised learning are derived from the science of machine
zk-Oracle: trusted off-chain compute and storage for . . . - Springer In this work, we propose zk-Oracle, an on-chain off-chain solution that enables efficient and cost-effective solutions for off-chain compute and storage The main contribution is to study approaches to speed up zk-based proof generation