Database/AI/ML frameworks & serving

Kubeflow Community Distribution: Insecure default in the platform install
Impact
Insecure default in the platform install
Who can reach it
Tenant user of a Kubeflow-based platform
What to do
Upgrade to 26.03-rc.1+; provider-owned if the provider ships managed Kubeflow
Fleet impact
How widespread
Common - Kubeflow is a standard multi-tenant ML platform layer over GPU K8s; official manifests before 1.10 and most packaged distros affected
Cost to remediate
daemon-restart - Istio policy and manifest upgrade; the expensive part is invalidating every user token issued before the fix
Why it hits the whole fleet
Overly permissive Istio permissions let any user with kubeflow-edit in *any* namespace create a notebook that steals other users' authorization tokens - a straight cross-tenant takeover on a shared AI platform
References
This entry is curated: imported from vendor advisories with machine assistance, not yet individually verified. Confirm against your vendor's advisory before acting, and report anything wrong.