review-security-k8s-agents-data-exfil

To prevent data exfiltration from AI agents in Kubernetes, audit your infrastructure for overly permissive network egress policies and excessive RBAC access using a security review skill. This validates egress gateways and enforces least-privilege principles.

You can audit Kubernetes RBAC permissions by analyzing access controls for sensitive resources like secrets and configmaps. The audit identifies dangerous blanket permissions and validates that least-privilege principles are enforced for AI agent deployments.

Unauthorized outbound traffic in Kubernetes occurs when NetworkPolicies are missing or egress rules are overly broad. Auditing your cluster configuration identifies these permissive rules and validates the presence of restrictive egress gateways.

Yes, you can check Kubernetes NetworkPolicies by auditing egress control configurations. The security review identifies missing policies and overly broad egress rules that could allow unauthorized data transmission from AI agents.

You need to audit volume mount security before deploying a new AI agent to ensure it cannot access cluster secrets it does not strictly require. This validates that sensitive volume mounts comply with least-privilege principles.