Aurora- Detects Market Manipulation in DeFi

Excited to share an early look at AURORA — the prototype implementation of my DeFi systemic risk intelligence framework.

Built from the research underpinning my recently published SSRN paper, AURORA is designed to transform complex on-chain threat signals into real-time, actionable protocol intelligence through:

• Threat Radar analytics

• Protocol Stress Index monitoring

• Whale/MEV/Oracle manipulation detection

• Attack replay and systemic risk mapping

• AI-driven threat interpretation

This prototype represents the first live translation of my academic research into an operational risk intelligence platform for DeFi.

Still actively refining the prototype, but early testing is producing highly promising results.

Would welcome thoughts from builders, researchers, protocols, and investors working in DeFi infrastructure / security.