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"
}