VulnerabilityModified
CVE-2025-0453
In mlflow/mlflow version 2.17.2, the `/graphql` endpoint is vulnerable to a denial of service attack.
HIGH 7.5EPSS 11.0%
Does this matter?
EPSS puts the probability of exploitation in the next 30 days at 11.0%, higher than 96% of all known CVEs. Patch or mitigate before the next change window.
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 3.1
- 7.5 HIGHCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- EPSS
- 11.03% probability · 96th percentile
- CISA KEV
- Not listed
- Weakness
- CWE-410
- Affected
- lfprojects/mlflow
- Source
- security@huntr.dev
References
- https://huntr.com/bounties/788327ec-714a-4d5c-83aa-8df04dd7612bExploit, Third Party Advisory
- https://huntr.com/bounties/788327ec-714a-4d5c-83aa-8df04dd7612bExploit, Third Party Advisory
Source: NVD record, EPSS from FIRST.org, KEV from CISA. Refreshed daily.