CVE-2025-0453
High
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.
SeverityHigh
CVSS7.5
Exploit probability—
ProductLfprojects Mlflow
PublishedMar 20, 2025
First seenMar 20, 2025
Weakness typeCWE-410CWE-410
How to fix
Sources list no fixed version or patch link for this vulnerability.
Affected products
| Product | Affected versions | Fixed in |
|---|---|---|
| lfprojects mlflow | 2.17.2 | — |
| mlflowPyPI | v ≤ 2.17.2 | — |
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