Improper Access Control Affecting mlflow package, versions [,2.12.1)


Severity

Recommended
0.0
medium
0
10

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

Threat Intelligence

Exploit Maturity
Proof of concept
EPSS
0.04% (11th percentile)

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  • Snyk IDSNYK-PYTHON-MLFLOW-6859930
  • published16 May 2024
  • disclosed16 May 2024
  • creditAditya Singh

Introduced: 16 May 2024

CVE-2024-4263  (opens in a new tab)
CWE-284  (opens in a new tab)

How to fix?

Upgrade mlflow to version 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 Improper Access Control due to improper validation for DELETE requests for EDIT user permission. A low privilege attacker can delete artefacts without permission.

References

CVSS Scores

version 3.1