GHSA-qpgc-w4mg-6v92
MLflow's excessive directory permissions allow local privilege escalation
At a glance
- Published
- Updated
- CVE
- CVE-2024-27134
- Aliases
- BIT-mlflow-2024-27134, PYSEC-2024-224
- CVSS_V3
- CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
- CVSS_V4
- CVSS:4.0/AV:L/AC:L/AT:P/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
Description
Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU attack. The issue is only relevant when the spark_udf() MLflow API is called.
Affected packages
| Package | Versions |
|---|---|
| PyPI · mlflow | introduced 0, fixed 2.16.0 |
References
- https://nvd.nist.gov/vuln/detail/CVE-2024-27134 ADVISORY
- https://github.com/mlflow/mlflow/pull/10874 WEB
- https://github.com/mlflow/mlflow/commit/0b1d995d66a678153e01ed3040f3f4dfc16a0d6b WEB
- https://github.com/mlflow/mlflow PACKAGE
Sources
| Source | Licence |
|---|---|
| OSV.dev | CC-BY 4.0 — GitHub Advisory Database |