CVE-2024-27134
HIGHMLflow < 2.16.0 - Local Privilege Escalation via Spark UDF ToCToU Race Condition
Title source: llmDescription
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.
References (1)
Core 1
Core References
Issue Tracking, Patch patch
https://github.com/mlflow/mlflow/pull/10874
Scores
CVSS v3
7.0
EPSS
0.0012
EPSS Percentile
2.0%
Attack Vector
LOCAL
CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
CISA SSVC
Vulnrichment
Exploitation
none
Automatable
no
Technical Impact
total
Details
CWE
CWE-367
CWE-276
Status
published
Products (2)
lfprojects/mlflow
< 2.16.0
pypi/mlflow
0 - 2.16.0PyPI
Published
Nov 25, 2024
Tracked Since
Feb 18, 2026