Database/AI/ML frameworks & serving
MLflow: Arbitrary account creation bypassing authentication
CVSS 9.8CVE-2023-6014AI/ML frameworks & servingcurated
Impact
Arbitrary account creation bypassing authentication
Who can reach it
Unauthenticated network to the tracking server
What to do
Upgrade; the basic-auth plugin is not a boundary
Fleet impact
How widespread
Common - same MLflow footprint; this is the incomplete-fix follow-on
Cost to remediate
daemon-restart - server upgrade, plus rotation of everything the server could reach
Why it hits the whole fleet
Basic-auth bypass on the tracking server, so the one control that was supposed to contain the previous LFI does not hold; full model-registry and artifact-store compromise
References
Related entries
- MLflow: Overwrite any file on the MLflow host without authenticationCVE-2023-6018 · MLflowCritical
- MLflow: Absolute path traversal prior to 2.5.0CVE-2023-3765 · MLflowCritical
- MLflow: Path traversal prior to 2.3.1CVE-2023-2780 · MLflowCritical
- Ray (dashboard `cpu_profile`): Command injectionCVE-2023-6019 · Ray (dashboard `cpu_profile`)Critical
- vLLM (MessageQueue / ZMQ): `pickle.loads` on socket dataCVE-2024-11041 · vLLM (MessageQueue / ZMQ)Critical
- Qdrant (snapshot upload): Path traversal + arbitrary file upload via `/collections/{c}/snapshots/upload`CVE-2024-2221 · Qdrant (snapshot upload)Critical
This entry is curated: imported from vendor advisories with machine assistance, not yet individually verified. Confirm against your vendor's advisory before acting, and report anything wrong.