CVE-2024-27134

HIGH

MLflow < 2.16.0 - Local Privilege Escalation via Spark UDF ToCToU Race Condition

Title source: llm
STIX 2.1

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.

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