Fingerprint construction¶

• Static matchers: asset hashes, headers, banners, protocol constants

• Metadata tagging: unsafe or sensitive artefacts flagged (from lab)

• Device type, vendor, firmware version attached

• Optional transformation for automated scanners (DSL or JSON formats)