AI Cyber Defense
Scope trusted principals and supported conditions to the actual workload. Review both permission to assume the role and permissions available after assumption.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Constrain cloud role assumption across accounts
AI Cyber Defense
Migrate supported workloads to short-lived role-based access and reduce resource permissions. Plan revocation and failure handling for applications that cache credentials.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Replace persistent workload keys with scoped temporary identity
AI Cyber Defense
Require review for high-impact permission changes and alert on unplanned expansion followed by sensitive access. Retain previous policy versions for a controlled correction.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Detect permission expansion before data access
AI Cyber Defense
Enforce organization-supported public-access restrictions and narrow sharing to named recipients. Review data exposure at the effective resource boundary rather than only the console label.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Protect object storage from public and cross-account exposure
AI Cyber Defense
Protect organization-level collection and restrict deletion or redirection of audit data. Alert on delivery gaps and keep an escalation path outside the affected workload account.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Separate cloud logging administration from workload control
AI Cyber Defense
Use the provider's supported metadata protections, least-privileged workload identity and application egress restrictions. Containers and sidecars may need additional isolation.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Constrain instance metadata access from application workloads
AI Cyber Defense
Assign dedicated service accounts, avoid unnecessary token mounting and reduce verbs and resources to actual need. Review aggregated roles and cluster-wide bindings.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Enforce Kubernetes API access by workload purpose
AI Cyber Defense
Start with explicit workload dependencies and apply supported default-deny intent in a staged namespace. Include DNS, control-plane and approved external dependencies.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Verify network policy enforcement in the actual CNI
AI Cyber Defense
Apply supported admission restrictions and separate workloads that require elevated host access. Remove unnecessary privileges and protect nodes as their own trust boundary.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Reduce container escape consequences with workload restrictions
AI Cyber Defense
Define failure behavior and recovery for each admission dependency. Review policy scope and keep a controlled emergency deployment procedure without permanent broad exemption.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Protect cluster admission configuration from unreviewed changes
AI Cyber Defense
Use separate identities for build and release, restrict production approval to trusted contexts and avoid exposing secrets to untrusted pull-request code.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Separate CI build permissions from deployment permissions
AI Cyber Defense
Use reviewed registries and dependency policies, pin approved artifacts and inspect install-time behavior in a restricted environment.
Cloud, Kubernetes and software supply chain2 min read
Read article : AI Cyber Defense: Validate dependency provenance when names look plausible