ADVISORY UNAUTH-2026-0029
TYPE exposure-class
PRODUCT MLflow
SEVERITY HIGH

HIGH

MLflow tracking UI/API reachable without authentication

published 2026-08-05 · updated 2026-08-05

Why it matters

An open MLflow server lets strangers list experiments, read artifact paths, and often pull logged models or credentials stored as params.

What a probe sees

GET :5000 serves the MLflow tracking UI/API without auth.

Internet-facing exposure — observable from the public internet with GET-only probes (the same probes unauth.dev sends).

no-auth-by-design

In the wild

No honeypot telemetry for this service yet (in_the_wild: null in the dataset). We do not invent numbers. The block appears when the honeypot has real data.

Fix it

Fix card: mlflow-exposed →

References

https://mlflow.org/docs/latest/auth/index.html

Cite this record

unauth.dev advisory UNAUTH-2026-0029 — published 2026-08 · CC-BY 4.0

Canonical URL: https://unauth.dev/advisories/UNAUTH-2026-0029. This record is part of the unauth.dev advisory dataset, published under CC-BY 4.0: attribute "unauth.dev / Raúl Acedo". Schema: additive-only within v1; this id will never be renumbered or reused.