Live Integrity Monitor

When deploying AI models to hundreds or thousands of edge devices, ensuring that every device is running the authentic model is a massive security challenge. Provenode solves this with the Live Integrity Monitor.

Autonomous Fleet Security

The Integrity Monitor continuously scans all devices connected to your Provenode fleet. It compares the in-memory SHA-256 hash of the model currently loaded on the device against the immutable hash registered on the Shelby Protocol.

Self-Healing Capabilities

If a device is compromised (e.g., malware alters the model weights on disk), the Integrity Monitor immediately flags the device as Tampered.

You can configure Provenode to automatically Heal the device. When triggered, the platform sends a secure WebSocket command to the device, forcing it to purge the tampered model and stream a clean, verified copy directly from the Shelby Protocol. An incident report is then logged on-chain for auditing.