Arbitrary File Read Affecting mlflow package, versions [,2.10.0)


Severity

Recommended
0.0
high
0
10

CVSS assessment made by Snyk's Security Team

    Threat Intelligence

    Exploit Maturity
    Proof of concept
    EPSS
    0.51% (78th percentile)

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  • Snyk ID SNYK-PYTHON-MLFLOW-6134596
  • published 21 Dec 2023
  • disclosed 20 Dec 2023
  • credit Laid Malik

How to fix?

Upgrade mlflow to version 2.10.0 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 Arbitrary File Read due to a bypass of the fix for CVE-2023-2780. This allows attackers to trick the is_local_uri() function into downloading arbitrary files unrelated to MLflow from the host server, including any files stored in remote locations to which the host server has access.

CVSS Scores

version 3.1
Expand this section

Snyk

Recommended
8.6 high
  • Attack Vector (AV)
    Network
  • Attack Complexity (AC)
    Low
  • Privileges Required (PR)
    None
  • User Interaction (UI)
    None
  • Scope (S)
    Changed
  • Confidentiality (C)
    High
  • Integrity (I)
    None
  • Availability (A)
    None
Expand this section

NVD

7.5 high