Vulnerability in Lfprojects Mlflow
CVE-2024-27134
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.
Published · last modified .
CVSS v3 metric
CVSS v3 base score 7.0 (High). Vector: CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H.
EPSS exploit prediction
EPSS: 0.001 (1.7th percentile), scored .
Very low probability of exploitation in the next 30 days; routine patching cadence is appropriate. 2nd percentile — 1.7% of CVEs in the catalogue have a lower EPSS than this one. How to read EPSS.
EPSS over last 30 days · oldest: 0.001 · newest: 0.001 · change: 0.000
Affected products
Weakness classification (CWE)
References
- github.com/mlflow/mlflow/pull/10874 (Patch, patch, Issue Tracking)
Frequently asked questions
- What is CVE-2024-27134?
- CVE-2024-27134 is a high-severity vulnerability in Lfprojects Mlflow, classified under Incorrect Default Permissions. CVSS score: 7.0/10. Published 2024-11-25.
- How severe is CVE-2024-27134?
- High severity. CVSS v3 base score is 7.0 out of 10.