Engoss
August 2025 • By Dr. Lena Merkens

AI Privacy Frameworks: Securing Decentralized Identity in 2025

Our revolutionary AI Privacy Frameworks protect user identity data on blockchain ecosystems using zero-knowledge proofs and distributed ledger technology to maintain verifiable identity without compromising privacy.

Framework Architecture

DID Anchors

Blockchain-based identity anchors for verifiable credentials

ZK Proofs

Privacy-preserving identity verification across distributed systems

Revocation Systems

Decentralized mechanisms for secure credential revocation

Implementation Details

Core Components

  • • ZKP-enabled identity validation system
  • • Ethereum-compatible smart contract framework
  • • Interoperable cross-chain identity mapping

Performance Metrics

Verification Latency

2.3s

Annual Active Users

150K+

Related Research Areas

AI Trust Governance

Decentralized governance mechanisms for AI systems

View Framework

Privacy-Preserving Analytics

Data analysis frameworks for private datasets

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