Machine Authentication
| Machine Authentication | |
|---|---|
| Verification of the claimed identity of a non-human entity | |
| Category | Security mechanism |
| Area | Artificial intelligence, robotics and connected systems |
| Related concepts | Robot Authentication, Public Key Infrastructure, Robot Identity Management |
Machine authentication is the process of checking the identity of a device, service, workload or other non-human entity before accepting communications or granting access. Methods can include shared secrets, public-key credentials and other context-dependent mechanisms. [1]
Credentials and enrollment
An organization typically provisions credentials when enrolling a component and associates them with an identifier, owner, role or inventory record. Credential security depends on key protection, rotation, revocation and secure provisioning. [2]
Beyond identification
A device may prove control of a credential while still running vulnerable software or attempting an unauthorized command. Authentication should be followed by authorization and appropriate integrity or safety checks. [3]
Robotic systems
For connected robots, separate identities may exist for controllers, individual devices, services and human operators. NIST zero trust guidance emphasizes that location on a network does not by itself establish trust. [4]
See also
References
- ↑ “Zero Trust Architecture (SP 800-207)”. NIST. Retrieved 2026-10-08.
- ↑ “IoT Device Cybersecurity Capability Core Baseline”. NIST. Retrieved 2026-10-08.
- ↑ “Zero Trust Architecture (SP 800-207)”. NIST. Retrieved 2026-10-08.
- ↑ “Zero Trust Architecture (SP 800-207)”. NIST. Retrieved 2026-10-08.
| Physical AI and machine identity | |
|---|---|
| Core concepts | Physical AI · Embodied AI · Machine learning · Autonomous systems · Robotics |
| Hardware and systems | Robots · Computer vision · Sensors · Sensor fusion · Edge AI |
| Identity and trust | Machine identity · Device authentication · Robot cybersecurity · Digital identity · Public key infrastructure |
| Applications | Industrial automation · Humanoid robots · Autonomous vehicles · Smart manufacturing |