Authorization Bypass in mlflow/mlflow (mlflow mlflow/mlflow)
En bref
- Source
- NVD
- EPSS
- EPSS 0.55 % · centile 46 ()
- État
- PUBLISHED
- Publiée
- Mise à jour
- Attribuée par
- @huntr_ai
- Statut NVD
- Analyzed
Rechercher sur…
Description
In MLflow versions prior to 3.14.0, when running with authentication enabled, the trace API endpoints lack proper authorization validators. This allows any authenticated user to bypass experiment-level authorization controls on all trace operations, including reading, deleting, and modifying traces on experiments they do not have permission to access. The issue arises from the `_before_request` handler, which does not register authorization validators for trace endpoints, resulting in requests proceeding without validation. This vulnerability can expose sensitive data, destroy audit logs, and allow unauthorized modifications.
Faiblesses (CWE)
- CWE-284 — Contrôle d'accès incorrect
Références
Scores
| Version | Score | Vecteur | Évalué par |
|---|---|---|---|
| CVSS 3.0 | HIGH 8.1 | CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N | @huntr_ai |
| CVSS 3.0 | HIGH 8.1 | CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N | NVD · security@huntr.dev (Secondary) |
Avis
- GHSA-2cm6-r77w-6g96 — MLflow: trace API endpoints lack proper authorization validators
- PYSEC-2026-3686 — MLflow: trace API endpoints lack proper authorization validators
Références européennes
- ENISA EUVD · EUVD-2026-41257
- GCVE · GCVE-0-2026-8147
Configurations affectées (CPE NVD)
cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*< 3.14.0
Produits affectés
| Produit | Versions |
|---|---|
| mlflow · mlflow/mlflow | affected unspecified < 3.14.0 |
Sources
| Source | Licence |
|---|---|
| CVE List (CVEProject cvelistV5) | CVE Program Terms of Use |
| EPSS (FIRST.org) | FIRST — attribution requested |
| ENISA EUVD | ENISA — reproduction authorised, source acknowledged |
| NVD (NIST) via fkie-cad/nvd-json-data-feeds | Public domain — this product uses data from the NVD API but is not endorsed or certified by the NVD |