Buy zKML

What is zKML?

zKML is a privacy-centric machine learning platform that operates on the Ethereum blockchain. It utilises Zero Knowledge Proof technology to enhance privacy and security in artificial intelligence and blockchain applications. The platform aims to address challenges related to privacy, security, and data usage in machine learning processes.

How does zKML work?

zKML integrates zero-knowledge proofs (ZKPs) with machine learning to provide privacy, security, and verifiability in blockchain applications. It uses technologies like zk-SNARKs for generating verifiable proofs of computations, and it can implement consensus algorithms such as Hotstuff/Tendermint through Halo2. By leveraging these technologies, zKML enables dynamic smart contracts that can adjust to real-time on-chain data through machine learning capabilities.

What are the potential use cases for zKML?

zKML's combination of zero-knowledge proofs and machine learning opens up numerous applications across various industries. Potential use cases include:

• Healthcare: Providing predictive models and diagnostic tools without exposing sensitive health data.
• Finance: Enhancing fraud detection and risk assessment while preserving customer privacy.
• Urban Planning: Managing city services like traffic and energy consumption without compromising resident privacy.
• Supply Chain Management: Optimising systems by sharing aggregated data without revealing confidential information of suppliers or customers.
• Gaming and AI Platforms: Supporting applications like on-chain AI trading robots and NFT games with high interactivity.
• Legal Compliance: Ensuring privacy regulation compliance while benefiting from data analytics.

What is the history of zKML?

zKML was founded by Brian Retford, Jason Morton, and Ryan Cao, with Retford’s background in cybersecurity shaping the project's focus on privacy and security. Key milestones include the development of the zKOS operating system and Mobile-zKOS, partnerships with initiatives like WorldCoin, and expansion into DeFi protocols. The technology has evolved from a nascent concept to a versatile protocol with applications spanning DeFi, gaming, identity verification, and overall blockchain infrastructure.