Stopping Privilege Escalation for Non-Human Identities
A token moved where it should never go, and the system fell open. That’s how privilege escalation for non-human identities happens. Machines talk to machines. Services call APIs. Scripts run with permissions set long ago. One overlooked misconfiguration or over-scoped role can give a bot or service account the keys to everything.
Non-human identities are everywhere. Service accounts, workloads, automated tasks, CI/CD pipelines. They run fast, silent, and constant. Each one carries credentials, secrets, or roles that define what it can touch. If those privileges are too broad, or if they intersect with exploitable paths, attackers can chain actions, step by step, until they control critical resources.
Privilege escalation attacks often follow a predictable process:
- Identify a non-human identity with high or unused permissions.
- Abuse IAM policies, role assumptions, or token swaps to gain elevated rights.
- Move laterally across systems, exploiting trust relationships.
Common risks include:
- Service accounts with admin-level permissions granted “temporarily” but never revoked.
- Hard-coded API keys in repos or build scripts.
- Over-permissioned IAM roles attached to workloads.
- Lack of monitoring around role assumption and token usage.
Defense means precision. Least privilege isn’t just theory—define the minimum actions an identity can perform, and strip everything else. Rotate keys. Track token issuance. Audit role grants. Log and alert on unusual privilege changes. Use short-lived credentials for automation instead of static secrets.
Cloud providers give tools to manage non-human identities—AWS IAM Roles, GCP Service Accounts, Azure Managed Identities—but the tools only work if applied with discipline. Privilege boundaries should be designed into architecture, not patched after incidents.
Automation can help detect and shut down escalation paths before they’re exploited. Security policy enforcement in CI/CD, auto-remediation scripts for over-scoped roles, and real-time identity activity tracking are critical parts of a hardened environment.
Don’t wait for an incident to reveal a service account’s hidden power. Build visibility now. Test privilege escalation scenarios. Label every non-human identity with context, ownership, and verified access limits.
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