CVE-2025-0453
Last modified
CVE-2025-0453 is a high-severity vulnerability rated 7.5/10 on the CVSS scale. 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. EPSS estimates a 0.52% chance of exploitation in the next 30 days.
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.
Metrics
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
Weakness Enumeration
Affected Software
| Vendor | Product | Versions |
|---|---|---|
| Lfprojects | Mlflow | 2.17.2 |
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
Timeline
- Published
- Last Modified
- Status
- Modified
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