CVE-2026-118758: Kubeflow Pipelines path traversal in artifact handler

CVE-2026-118758 · Severity: high · CVSS 7.5 · Published 2026-10-29

Kubeflow Pipelines is an open-source system for building and managing machine learning workflows. A path-traversal vulnerability in the artifact-serving component allows an attacker with access to the GET /artifacts/get API endpoint to read files outside the intended volume by supplying specially crafted file paths, potentially exposing sensitive data stored on the system.

Technologies: Kubeflow Pipelines. Vendors: Kubeflow.

Quick answers

Is CVE-2026-118758 exploited in the wild?
No. Junglewise Threat Intelligence has no report of CVE-2026-118758 being exploited in the wild.
How severe is CVE-2026-118758?
High severity, with a CVSS score of 7.5, published 29 October 2026.
Which products and versions are affected?
Kubeflow Pipelines prior to 2.18.0.
Is there a fix for CVE-2026-118758?
Yes: fixed in 2.18.0. Junglewise finds every place you run it, drafts the upgrade and applies it once you approve.
How is CVE-2026-118758 attacked?
It is attacked over the network.
Am I affected by CVE-2026-118758?
Check whether you run Kubeflow Pipelines 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.

How to fix

  • Fixed in: 2.18.0

Technical details

The volume artifact handler for GET /artifacts/get?source=volume prior to 2.18.0 does not properly validate and confine caller-supplied file paths to the selected volume, enabling path traversal attacks. The vulnerability affects both the frontend pod (when artifact proxying is disabled) and the artifact-service pod in the selected namespace (when proxying is enabled). Exploitation requires network access to the route and knowledge of an existing mounted volume; deployments with authentication disabled need no credentials, while multi-user deployments require namespace authorization.

Affected products

  • Kubeflow Pipelines prior to 2.18.0

Timeline

  • 2026-10-29: disclosed

References

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