CVE-2025-0453
HIGHmlflow 2.17.2 - Denial of Service via GraphQL Endpoint Resource Exhaustion
Title source: llmDescription
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.
References (1)
Core 1
Core References
Exploit, Third Party Advisory
https://huntr.com/bounties/788327ec-714a-4d5c-83aa-8df04dd7612b
Scores
CVSS v3
7.5
EPSS
0.0032
EPSS Percentile
55.5%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CISA SSVC
Vulnrichment
Exploitation
poc
Automatable
no
Technical Impact
partial
Details
CWE
CWE-410
Status
published
Products (2)
lfprojects/mlflow
2.17.2
pypi/mlflow
0PyPI
Published
Mar 20, 2025
Tracked Since
Feb 18, 2026