mlflow vulnerable to Path Traversal
High7.5CVE-2024-1558 · Published Apr 16, 2024 · updated Jul 7, 2026
A path traversal vulnerability exists in the `_create_model_version()` function within `server/handlers.py` of the mlflow/mlflow repository, due to improper validation of the `source` parameter. Attackers can exploit this vulnerability by crafting a `source` parameter that bypasses the `_validate_non_local_source_contains_relative_paths(source)` function's checks, allowing for arbitrary file read access on the server. The issue arises from the handling of unquoted URL characters and the subsequent misuse of the original `source` value for model version creation, leading to the exposure of sensitive files when interacting with the `/model-versions/get-artifact` handler.
Affected versions
| Package | Affected | Fixed in |
|---|---|---|
| mlflow PyPI | < 2.12.1 | 2.12.1 |
Details and references
- CVSS 3.0
- CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
- Severity from
- GitHub (reviewed advisory)
- Weakness
- CWE-22
- Also known as
- BIT-mlflow-2024-1558, CVE-2024-1558, PYSEC-2026-1653
More MLflow advisories
All MLflow| Date | Advisory | Severity | Fixed in |
|---|---|---|---|
| May 162024 | MLflow has a Local File Read/Path Traversal bypass | High7.5 | 2.12.1 |
| Apr 162024 | mlflow vulnerable to Path Traversal | Critical9.3 | 2.10.0 |
| Apr 162024 | mlflow vulnerable to Path Traversal | High8.1 | No fix yet |
| Apr 162024 | mlflow vulnerable to Path Traversal | High7.5 | No fix yet |
| Apr 162024 | mlflow vulnerable to Path Traversal | High7.5 | No fix yet |
| Apr 162024 | mlflow Path Traversal vulnerability | High7.5 | 2.12.1 |