Access Restriction Bypass Affecting mlflow package, versions [,2.2.0)


Severity

Recommended
0.0
medium
0
10

CVSS assessment made by Snyk's Security Team

    Threat Intelligence

    Exploit Maturity
    Proof of concept
    EPSS
    0.04% (14th percentile)

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  • Snyk ID SNYK-PYTHON-MLFLOW-3373058
  • published 26 Mar 2023
  • disclosed 24 Mar 2023
  • credit danmcinerney

How to fix?

Upgrade mlflow to version 2.2.0 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 Access Restriction Bypass via the mlflow server and mlflow ui CLIs.

CVSS Scores

version 3.1
Expand this section

Snyk

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

NVD

3.3 low