GHSA-49m6-vrr9-2cqmMediumCVSS 5.9

MLflow Uncontrolled Resource Consumption vulnerability

Published
March 20, 2025
Last Modified
October 15, 2025

🔗 CVE IDs covered (1)

📋 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 products1

  • pip/mlflow:<= 2.17.2

🔗 References (3)