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CVE-2024-3573PYSEC-2024-243BIT-MLFLOW-2024-3573GHSA-HQ88-WG7Q-GP4G

Local File Inclusion (LFI) via Scheme Confusion in mlflow/mlflow

Published
Last modified
published
Not listed in CISA KEV
Fix
Fixed in 2.10.0
None on Exploit-DB, Metasploit or GitHub
  • Exploitation: poc
  • Automatable: yes
  • Technical impact: partial

Summary

mlflow/mlflow is vulnerable to Local File Inclusion (LFI) due to improper parsing of URIs, allowing attackers to bypass checks and read arbitrary files on the system. The issue arises from the 'is_local_uri' function's failure to properly handle URIs with empty or 'file' schemes, leading to the misclassification of URIs as non-local. Attackers can exploit this by crafting malicious model versions with specially crafted 'source' parameters, enabling the reading of sensitive files within at least two directory levels from the server's root.

Timeline

  1. CVE published
  2. CISA SSVC assessment

    Exploitation: poc · Automatable: yes · Technical impact: partial

  3. Record last updated

Affected versions

  • mlflow mlflow/mlflow

    fixed in 2.10.0

  • mlflowPyPI

    fixed in 2.10.0

  • mlflowPyPI

    fixed in 2.10.0

References 2

huntr.com

GitHub · mlflow/mlflow