Path Traversal Affecting mlflow package, versions [,2.11.2)[2.12.0,2.12.1)


Severity

Recommended
0.0
high
0
10

CVSS assessment made by Snyk's Security Team. Learn more

Threat Intelligence

Exploit Maturity
Proof of concept
EPSS
0.05% (24th percentile)

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  • Snyk IDSNYK-PYTHON-MLFLOW-6860431
  • published16 May 2024
  • disclosed16 May 2024
  • creditasimovl

Introduced: 16 May 2024

CVE-2024-3848  (opens in a new tab)
CWE-29  (opens in a new tab)

How to fix?

Upgrade mlflow to version 2.11.2, 2.12.1 or higher.

Overview

mlflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models.

Affected versions of this package are vulnerable to Path Traversal during the handling of artifact URLs. An attacker can read arbitrary files, including sensitive information such as SSH and cloud keys, by constructing a URL that uses the fragment portion to bypass validation and access the filesystem path.

Note:

This vulnerability is a bypass for CVE-2023-6909

CVSS Scores

version 3.1