Denial of Service through Batched Queries in GraphQL in mlflow/mlflow
At a glance
Severity
MEDIUM 5.9
EPSS
EPSS 11.31 % · percentile 96 (2026-10-27)
State
PUBLISHED
Published
Updated
Assigner
@huntr_ai
NVD status
Modified
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.
