CVE-2026-77596: Kubeflow Pipelines API server lacks authorization for shared pipeline uploads

Published Nov 5, 2026
·
Updated

Kubeflow Pipelines enables users to build and deploy portable, scalable machine learning workflows. Prior to 2.18.0, the multi-user HTTP endpoints POST /apis/v2beta1/pipelines/upload and POST /apis/v2beta1/pipelines/uploadversion call canUploadVersionedPipeline, which returns without SubjectAccessReview when the target namespace is empty while REQUIRENAMESPACEFORPIPELINES defaults to false. A low-privilege tenant can create shared pipelines or inject attacker-controlled versions into existing shared pipelines without the required write permission; if the API server is directly reachable without an authenticating proxy, an unauthenticated caller can exploit the same bypass, while deployments protected by such a proxy do not expose anonymous access. An enabled unpinned recurring run that follows the latest version can then execute the injected specification in another tenant's namespace under that workload's service account, while pinned or embedded-specification runs are not automatically substituted. This issue is fixed in version 2.18.0.

Remediation

Recommended actions to resolve this vulnerability, in priority order.

  1. Upgrade

    Upgrade Kubeflow Pipelines to a version that resolves this vulnerability.

    Fixed in 2.18.0
  2. Compensating control

    Protect the Kubeflow Pipelines API server with an authenticating proxy so it is not directly reachable by unauthenticated callers.

  3. Compensating control

    Configure recurring runs to use a pinned pipeline version or an embedded pipeline specification rather than automatically following the latest version.

Event History

Nov 5, 2026
CVE Published
via MITRE·10:23 PM
Data Sourced
via MITRE·10:23 PM
DescriptionSeverityWeakness
Data Sourced
via NVD·11:17 PM
DescriptionSeverityWeakness

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