CVE-2026-110220: Kubeflow Model Registry server-side request forgery

CVE-2026-110220 · Severity: high · CVSS 7.1 · Published 2026-10-13

Kubeflow Model Registry is a system that manages ML models and their metadata across a Kubernetes cluster. A flaw allows users within a Kubernetes namespace to steal the controller's authentication token by pointing an annotation at their own server, then use that token to modify other teams' machine learning models cluster-wide.

Vendors: Kubeflow.

Quick answers

Is CVE-2026-110220 exploited in the wild?
No. Junglewise Threat Intelligence has no report of CVE-2026-110220 being exploited in the wild.
How severe is CVE-2026-110220?
High severity, with a CVSS score of 7.1, published 13 October 2026.
Which products and versions are affected?
Kubeflow Model Registry through 0.3.17.
Is there a fix for CVE-2026-110220?
No fixed version is recorded yet. Check the vendor's advisory in the references below. If you run it, Junglewise drafts a mitigation that fits your setup and applies it once you approve, with senior security engineers behind it.
How is CVE-2026-110220 attacked?
It is attacked over the network, in a software library.
Am I affected by CVE-2026-110220?
Check whether you run Kubeflow Model Registry at an affected version. Junglewise does that check for you around the clock: connect your code, cloud and domains, and it matches new vulnerabilities like this one against what you actually run and tells you when one reaches you.

Technical details

A server-side request forgery (SSRF) vulnerability in the controller processes the modelregistry.kubeflow.org/url annotation on InferenceService objects without proper validation. Namespace-level users can create a crafted InferenceService that directs the controller to fetch from attacker-controlled endpoints, leaking the controller's ServiceAccount bearer token in the HTTP request. The attacker then gains the controller's permissions to modify InferenceServices across all namespaces in the cluster.

Affected products

  • Kubeflow Model Registry through 0.3.17

Timeline

  • 2026-10-13: disclosed

References

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