🔏Security & Privacy Protocols

We implement military-grade security through:

Data Protection:

• Federated learning framework where user data never leaves local devices

• Differential privacy (ε=0.5) for all aggregated metrics

• End-to-end encrypted prediction streams using AES-256-GCM

Model Security:

• Adversarial training with 15% synthetic attack samples

• Daily integrity checks via Merkle root verification

• Decentralized model training across 50+ node operators

Smart Contract Safeguards:

• Formal verification using Certora prover

• $50,000 bug bounty program

• Circuit-breaker mechanisms halting predictions during extreme volatility

The system has undergone third-party audits by Hacken (score: 9.8/10) and maintains $5M insurance coverage via Nexus Mutual.