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CVE-2024-27134

HIGH
Published 2024-11-25T13:48:05.117Z
Actions:

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CVSS Score

V3.1
7.0
/10
CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
Base Score Metrics
Exploitability: N/A Impact: N/A

EPSS Score

v2025.03.14
0.000
probability
of exploitation in the wild

There is a 0.0% chance that this vulnerability will be exploited in the wild within the next 30 days.

Updated: 2025-06-25
Exploit Probability
Percentile: 0.019
Higher than 1.9% of all CVEs

Attack Vector Metrics

Attack Vector
LOCAL
Attack Complexity
HIGH
Privileges Required
NONE
User Interaction
REQUIRED
Scope
UNCHANGED

Impact Metrics

Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH

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.

Available Exploits

No exploits available for this CVE.

Related News

No news articles found for this CVE.

Affected Products

Unknown Vendor

Unknown Product

Affected Versions:

0
lfprojects

mlflow

Affected Versions:

0

GitHub Security Advisories

Community-driven vulnerability intelligence from GitHub

✓ GitHub Reviewed HIGH

MLflow's excessive directory permissions allow local privilege escalation

GHSA-qpgc-w4mg-6v92

Advisory Details

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

PyPI mlflow
ECOSYSTEM: ≥0 <2.16.0

CVSS Scoring

CVSS Score

7.5

CVSS Vector

CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H

References

ADVISORY https://nvd.nist.gov/vuln/detail/CVE-2024-27134
WEB https://github.com/mlflow/mlflow/pull/10874
WEB https://github.com/mlflow/mlflow/commit/0b1d995d66a678153e01ed3040f3f4dfc16a0d6b
PACKAGE https://github.com/mlflow/mlflow

Advisory provided by GitHub Security Advisory Database. Published: November 25, 2024, Modified: November 25, 2024

References

https://github.com/mlflow/mlflow/pull/10874
Published: 2024-11-25T13:48:05.117Z
Last Modified: 2024-11-25T14:23:59.324Z
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