ShroudAI

Self-Sovereign Data Vaults, Unhackable Models, and AI-Generated Anonymity!

ShroudAI – Redefining AI with Privacy at its Core

In a world increasingly driven by artificial intelligence, data is the new currency — but privacy is the cost. Every interaction, every image, every voice, and every behavioral pattern collected to feed AI models today risks exposing sensitive information to centralized systems, opaque algorithms, and third parties. ShroudAI is here to change that — forever.

Zero-Knowledge AI (zkML) Training

zkML allows AI models to be trained using sensitive or private data without ever exposing that data. It uses something called zero-knowledge proofs, which prove something is true without revealing the underlying information.
  • When an AI model is trained, normally the data and model can be seen or stolen.
  • With zkML, ShroudAI generates a proof that says: “This model was trained correctly using real, valid data” — but it never shows the actual data or even the full model itself.
  • This is useful for protecting medical records, financial data, or personal behavior patterns.
Privacy-Preserving Federated AI
What It Is

Federated AI is a way of training one AI model across many devices or computers without moving the data to a central server. ShroudAI takes this a step further by ensuring that even the updates are private.

  • Each user (or organization) trains the model on their own private data
  • They send only encrypted updates, not the data itself.
  • ShroudAI combines (aggregates) these updates using zero-knowledge math so no one sees the data but the model still learns.
Real-World Example:
  • Banks around the world want to build a fraud detection AI.
  • With ShroudAI’s federated AI, each bank trains the model with their customer data without revealing that data to anyone else — even the other banks.
Data Vaults Powered by zkStorage
Data Vaults are secure, private storage containers for your sensitive data. They're like a super-secure cloud folder, but decentralized and powered by zkStorage.
  • Users store data in encrypted form.
  • The vault verifies when someone accesses or shares it — using zero-knowledge proofs to ensure no one sees the data unless explicitly permitted.
  • It's built on IPFS (a decentralized storage network) and secured with zkRollups for faster, cheaper operations.
About

zkML

Privacy-Preserving Federated AI

Data Vaults Powered by zkStorage

AI-Generated Privacy Tools

Virality Potential

ShroudMyFace

WhisperCloak

AnonGPT

VaultGuard

Vison and Mission

Vision

Mission

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