GitHub Advisoryadvisory · PyPI

GHSA-49m6-vrr9-2cqm MLflow Uncontrolled Resource Consumption vulnerability

MEDIUM Published 2025-03-20 Modified 2025-03-21 Official page ↗
Aliases
CVE-2025-0453
Ecosystem
PyPI
Packages
mlflow
Severity
Moderate
CVSS vector
CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
Weaknesses
CWE-400, CWE-410
Reviewed
2025-03-21

Affected packages

• PyPI mlflow: <= 2.17.2 (no fix yet)

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.

Related

Alias · CVE (1)

  • CVE-2025-0453 In mlflow/mlflow version 2.17.2, the `/graphql` endpoint is vulnerable to a denial of service attack. vulnerability

Weakness · CWE (2)

  • CWE-400 Uncontrolled Resource Consumption weakness
  • CWE-410 Insufficient Resource Pool weakness

References