| Component | MLflow |
| Severity | low (CVSS 3.3) |
| CVSS vector | CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N |
| Published (NVD) | 2023-03-24 |
| Last modified | 2026-06-17 |
| Affected versions | mlflow < 2.2.2 |
| Fixed in | 2.2.2 |
| Weakness | CWE-36 |
| CISA KEV | not listed |
NVD description
Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.2.2.
What to do
- Upgrade MLflow to
2.2.2or later. - Do not expose the component's API or UI to the internet without authentication in front of it.
Sources
- NVD: CVE-2023-1176
- https://github.com/mlflow/mlflow/commit/63ef72aa4334a6473ce7f889573c92fcae0b3c0d
- https://huntr.dev/bounties/ae92f814-6a08-435c-8445-eec0ef4f1085
Read more
Other MLflow CVEs
MLflow's dspy flavor, versions >= 2.0, applies the MLFLOW_ALLOW_PICKLE_DESERIALIZATION=False security control only when the model_path ends...
MLflow's statsmodel flavor, versions 2.1.0 to 3.14.0, omits the MLFLOW_ALLOW_PICKLE_DESERIALIZATION=False security control entirely in _load...
Code execution can occur in versions of the MLflow platform running version 0.0.1 or newer, enabling a maliciously crafted model artifact to...
MLflow is an open source AI engineering platform for agents, large language models, and machine learning models. Starting in 3.3.0 and prior...
MLflow is an open source AI engineering platform for agents, large language models, and machine learning models. Prior to 3.15.0, CreateMode...
MLflow is an open source AI engineering platform for agents, large language models, and machine learning models. From 3.13.0 until 3.15.0, L...