GHSA-49m6-vrr9-2cqm
MLflow Uncontrolled Resource Consumption vulnerability
At a glance
- Published
- Updated
- CVE
- CVE-2025-0453
- Aliases
- BIT-mlflow-2025-0453, PYSEC-2026-1637
- CVSS_V3
- CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
Description
In mlflow/mlflow version 2.17.2, the `/graphql` endpoint is vulnerable to a denial of service attack. An attacker can create large batches of queries that repeatedly request all runs from a given experiment. This can tie up all the workers allocated by MLFlow, rendering the application unable to respond to other requests. This vulnerability is due to uncontrolled resource consumption.
Affected packages
| Package | Versions |
|---|---|
| PyPI · mlflow | introduced 0, last affected 2.17.2 |
References
- https://nvd.nist.gov/vuln/detail/CVE-2025-0453 ADVISORY
- https://github.com/mlflow/mlflow PACKAGE
- https://huntr.com/bounties/788327ec-714a-4d5c-83aa-8df04dd7612b WEB
Sources
| Source | Licence |
|---|---|
| OSV.dev | CC-BY 4.0 — GitHub Advisory Database |