High severity · published Mar 20, 2025
CVE-2025-0453
In mlflow/mlflow version 2.17.2, the `/graphql` endpoint is vulnerable to a denial of service attack
7.5
CVSS
11.3%
EPSS
No
On KEV
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.
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Attack vector
Network
Complexity
Low
Privileges
None
User interaction
None
Confidentiality
None
Integrity
None
Availability
High
Scope
Unchanged
Exploitation
Is it being used?
Exploit prediction (EPSS)11.3% · higher than 96% of CVEs
Exploited in the wildNo evidence yet
CISA KEVNot listed
Ransomware campaign useNot known
Affected products
Which versions
ML
Mlflow · Lfprojects
2.17.2 · source: NVD
References
NVD
https://nvd.nist.gov/vuln/detail/CVE-2025-0453
CVE.org
https://www.cve.org/CVERecord?id=CVE-2025-0453
Exploit
https://huntr.com/bounties/788327ec-714a-4d5c-83aa-8df04dd7612b
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