MEDIUM 5.9
GHSA-49m6-vrr9-2cqm
MLflow Uncontrolled Resource Consumption vulnerability
Details
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.
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Affected packages
PyPI / mlflow
Introduced in:
0 No fixed version published yet for mlflow (pip). Pin to a known-safe version or switch to an alternative.