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Unlocking Privacy, Secure
Blockchain Communication,
and Cross Interoperability

zKML - Zero Knowledge Machine Learning

zkml - Leveraging machine learning, zk-proofs, and secure multiparty computation for data privacy.

zkml - Leveraging machine learning, zk-proofs, and secure multiparty computation for data privacy.

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About

zKML

Learn more

We offer zKOS operating systems and Mobile-zKOS for secure communication on mobile devices.

ZKML PRIORITIZES USER PRIVACY AND SECURITY.

We offer solutions like the Privacy Router for secure and anonymous CBDC transactions and integrates Snarky technology for confidential blockchain transactions.

ZKML is a privacy-focused Layer 1 protocol that leverages zero-knowledge proofs, multi-party computation, and homomorphic encryption (FHE) to enable secure, anonymous blockchain applications and transactions.

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Convert Transactions

Ensuring confidentiality and discretion.

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Encrypted ZKOS

Secure communication.

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Dynamic Asset Swaps

Efficient cross-chain transactions.

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Cross-Chain Privacy

Asset confidentiality.

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zKSearch

Private browsing.

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PRIVACY ROUTER

The XRP Private Route is a privacy-enhancing layer built on top of the XRP Ledger. It acts as a secure tunnel for transactions, obfuscating the sender, receiver, and transaction amounts.

Use Cases

• Anti CBDC Transactions: As central bank digital currencies (CBDCs) become more prevalent, privacy-conscious users can utilize the XRP Private Route to shield their transactions from surveillance.

• Cross-Border Payments: Businesses and individuals can use the Private Route for confidential cross-border payments, ensuring privacy even in CBDC-dominated corridors.

ZSNARKY

Integration of zk-SNARKs (zero-knowledge proofs) into $ROSE and $MINA networks.

Use Cases

• Private Transactions: Users can perform confidential transactions on all blockchains, hiding transaction details while maintaining security

• Privacy-Preserving DeFi: Building decentralized finance (DeFi) applications that protect user privacy by leveraging zk-SNARKs.

zK AI search engine

zKSearch

zKML Ecosystem

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zKSearch & Venice ai

Decentralized search engines powered by AI models that do not store user data.

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ZKOS

Operating systems designed with privacy and security as core principles.

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Mobile-ZKOS

Privacy-focused mobile operating systems and smartphones.

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Privacy-Centric VoIP

zKML integrates Huddle to provide VoIP services that prioritize user privacy during voice and video calls.

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ZkShield

ZKML prioritizes user privacy through advanced cryptographic algorithms and robust privacy protocols.

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Cross-Chain Interoperability

ZKML seamlessly integrates with diverse blockchain networks.

Our Roadmap

Phase 1

  • Establishment of privacy-focused infrastructure. XRPL.
  • Privacy Router: Development of a privacy router for anonymous transactions.
  • zSnarky Integration: Incorporation of zero-knowledge proofs.
  • zKOS: Development of a secure operating system framework.

Phase 2

  • Collaborate with privacy-focused search engines for shared insights.
  • Leverage Bittensor for powering the zkSearch AI search engine, focusing on the ZKML subnet on Bittensor to ensure enhanced privacy and security.
  • Adapt the zKOS framework for mobile devices, ensuring compatibility with major mobile hardware.
  • Engage with communities around LineageOS and GrapheneOS for insights on privacy-centric mobile OS development.

Phase 3

  • Enhance interoperability with ROSE and MINA networks, establish partnerships for cross-chain transactions.

Phase 4

  • Position zKML as a leader in confidential transactions through strategic partnerships, developer collaborations, and educational campaigns.
  • Build privacy solutions on both networks, drawing inspiration from projects like Minamix and TornadoMina showcased at ETHGlobal.
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Unlocking Privacy, Secure Blockchain Communication, and Cross Interoperability.

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