AI and data stack advisories

Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

MLflowGHSA-7qhf-v65m-g5f3

MLflow: remote code execution

MLflow

CVE-2026-0545 · Published Apr 3, 2026 · updated Sep 10, 2026

Critical9.1
No fix yet
GitHub advisory

In mlflow/mlflow, the FastAPI job endpoints under /ajax-api/3.0/jobs/* are not protected by authentication or authorization when the basic-auth app is enabled. This vulnerability affects the latest version of the repository. If job execution is enabled (MLFLOW_SERVER_ENABLE_JOB_EXECUTION=true) and any job function is allowlisted, any network client can submit, read, search, and cancel jobs without credentials, bypassing basic-auth entirely. This can lead to unauthenticated remote code execution if allowed jobs perform privileged actions such as shell execution or filesystem changes. Even if jobs are deemed safe, this still constitutes an authentication bypass, potentially resulting in job spam, denial of service (DoS), or data exposure in job results.

Affected versions

PackageAffectedFixed in
mlflow
PyPI
<= 3.10.1No fix yet
Details and references
CVSS 3.0
CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N
Severity from
GitHub (reviewed advisory)
Weakness
CWE-306
Also known as
CVE-2026-0545, PYSEC-2026-419

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