ADVISORY UNAUTH-2026-0031
TYPE exposure-class
PRODUCT Kubeflow
SEVERITY HIGH

HIGH

Kubeflow dashboard reachable without authentication

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

Why it matters

An open Kubeflow central dashboard exposes pipelines, notebooks, and cluster ML workflows to anyone who can reach the URL.

What a probe sees

GET :8080 serves the Kubeflow dashboard 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: kubeflow-exposed →

References

https://www.kubeflow.org/docs/components/central-dash/overview/

Cite this record

unauth.dev advisory UNAUTH-2026-0031 — published 2026-08 · CC-BY 4.0

Canonical URL: https://unauth.dev/advisories/UNAUTH-2026-0031. 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.