Is there a public exploit for CVE-2026-77596?

No public exploit for CVE-2026-77596 was found in Exploit-DB, Metasploit, Nuclei templates or public proof-of-concept repositories. That is an absence of evidence rather than proof that none exists.

How severe is CVE-2026-77596?

CVE-2026-77596 scores CVSS 9.6 (v3.1), rated critical.

What does CVE-2026-77596 affect?

CVE-2026-77596 affects kubeflow Pipelines. It is part of the AI and agent stack (Kubeflow).

9.6 Critical

Kubeflow Pipelines enables users to build and deploy portable, scalable machine learning workflows.

CVE-2026-77596

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.

Part of the AI stack

This affects Kubeflow, in Training & MLOps.

Assessment

CVSS: 9.6 (v3.1)
Severity: Critical
Known exploited: Not listed in CISA KEV
Exploit availability: Nothing found in Exploit-DB, Metasploit, Nuclei or public PoC repositories
Published: 5 November 2026
Last updated: 5 November 2026
Affected: kubeflow · Pipelines
Assigner: GitHub_M

CVSS vectorCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:N

At the source

EUVD (ENISA)

References

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