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.
{ "cpes": [ "cpe:2.3:a:lfprojects:mlflow:2.17.2:*:*:*:*:*:*:*", "cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*" ], "severity": "High" }