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  5. CVE-2025-0453

CVE-2025-0453: MLflow Uncontrolled Resource Consumption vulnerability

March 20, 2025 (updated March 21, 2025)

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.

References

  • github.com/advisories/GHSA-49m6-vrr9-2cqm
  • github.com/mlflow/mlflow
  • huntr.com/bounties/788327ec-714a-4d5c-83aa-8df04dd7612b
  • nvd.nist.gov/vuln/detail/CVE-2025-0453

Code Behaviors & Features

Detect and mitigate CVE-2025-0453 with GitLab Dependency Scanning

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Affected versions

All versions up to 2.17.2

Solution

Unfortunately, there is no solution available yet.

Impact 5.9 MEDIUM

CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H

Learn more about CVSS

Weakness

  • CWE-400: Uncontrolled Resource Consumption

Source file

pypi/mlflow/CVE-2025-0453.yml

Spotted a mistake? Edit the file on GitLab.

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