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.
Published: 2024-11-25
Score: 7 High
EPSS: < 1% Very Low
KEV: No
Impact: n/a
Action: n/a
AI Analysis

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Remediation

No vendor fix or workaround currently provided.

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Tracking

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Advisories
Source ID Title
EUVD EUVD EUVD-2024-0115 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.
Github GHSA Github GHSA GHSA-qpgc-w4mg-6v92 MLflow's excessive directory permissions allow local privilege escalation
History

Mon, 03 Feb 2025 15:30:00 +0000

Type Values Removed Values Added
CPEs cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*

Mon, 25 Nov 2024 15:15:00 +0000

Type Values Removed Values Added
First Time appeared Lfprojects
Lfprojects mlflow
CPEs cpe:2.3:a:lfprojects:mlflow:-:*:*:*:*:*:*:*
Vendors & Products Lfprojects
Lfprojects mlflow
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'none', 'Technical Impact': 'total'}, 'version': '2.0.3'}


Mon, 25 Nov 2024 14:00:00 +0000

Type Values Removed Values Added
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.
Title Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf
Weaknesses CWE-276
CWE-367
References
Metrics cvssV3_1

{'score': 7, 'vector': 'CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H'}


Subscriptions

Lfprojects Mlflow
cve-icon MITRE

Status: PUBLISHED

Assigner: JFROG

Published:

Updated: 2024-11-25T14:23:59.324Z

Reserved: 2024-02-20T11:10:51.335Z

Link: CVE-2024-27134

cve-icon Vulnrichment

Updated: 2024-11-25T14:23:53.801Z

cve-icon NVD

Status : Analyzed

Published: 2024-11-25T14:15:06.867

Modified: 2025-02-03T15:05:50.187

Link: CVE-2024-27134

cve-icon Redhat

No data.

cve-icon OpenCVE Enrichment

No data.

Weaknesses