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Intent-Aware Security
Identity-verification middleware combining ECDSA challenge-response with Isolation Forest behavioural anomaly detection.
APIFastAPI
CryptoECDSA P-256 + nonces
MLIsolation Forest
overview
A security middleware prototype for identity-verification APIs. Cryptographic request signing proves possession of the client key, while a separate behavioural layer scores request patterns that still look suspicious after authentication succeeds.
what it covers
- Behavioural features include timing, location, velocity and payload volume.
- Attack-simulation tooling makes legitimate and abusive paths easier to compare.
- Monitoring UI surfaces blocked requests and security events during the demo.