AI Cyber Defense / Cloud, Kubernetes and software supply chain
AI Cyber Defense: Limit cloud-console session exposure on unmanaged devices
Require approved device and access conditions for high-impact roles using available platform controls. Keep emergency access separately governed and record service-specific session limits.
Environment and inputs: Cloud control planes, workload identity, Kubernetes clusters, CI/CD pipelines and immutable deployment artifacts; provider support varies.
Scenario and goal
A strong initial sign-in can still leave a powerful browser session on an untrusted endpoint.
Why it matters
For this scenario, an attacker can automate permitted API operations after gaining a workload or pipeline identity. Review who can change trust, who can assume the resulting identity and what resources it can reach. Keep source review, build provenance, deployment authorization and runtime permissions as distinct checks. A configuration object or successful deployment does not prove the intended runtime boundary is enforced.
Evidence to collect
Review console sessions, device state where supported, role activation and the administrative actions that follow.
Validate with an authorized exercise
Use managed and unmanaged test contexts to verify the intended policy; revoke a test session and document the actual remaining access window for each relevant service.
Rollout and checks
Evaluate effective permissions and runtime behavior in a disposable account or namespace before production rollout. Retain the approved source revision, resulting artifact and independent audit trail. Plan recovery if identity, policy or admission dependencies fail. Reconcile running assets after the change because resources created outside the normal pipeline can otherwise remain outside its checks.
Scope and limits
This guide proposes a defensive test; it is not a tested production design. Check platform support and local requirements. References explain the mechanisms but do not certify the design. Behavior alone does not prove AI involvement.