CVE-2025-0453
Denial of Service through Batched Queries in GraphQL in mlflow/mlflow
- State
- Published
- Severity
- 5.9 Medium
- Published
- Mar 20, 2025
- Updated
- Oct 15, 2025
- Reserved
- Jan 13, 2025
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.
Scores
| CVSS | Score | Vector | Source |
|---|---|---|---|
| 3.0 | 5.9 Medium | CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H | @huntr_ai |
Weaknesses
- CWE-410 Insufficient Resource Pool
Affected Products
| Product | Versions |
|---|---|
mlflow/mlflowmlflow |
|
References
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