Arbitrary Code Execution Vulnerability in MLflow Platform
CVE-2024-37054

8.8HIGH

Key Information:

Vendor

Mlflow

Status
Mlflow
Vendor
CVE Published:
4 June 2024

Badges

👾 Exploit Exists🟡 Public PoC

What is CVE-2024-37054?

A significant security vulnerability exists within the MLflow platform developed by Databricks. This issue arises from the deserialization of untrusted data in versions 0.9.0 and later. Attackers exploit this vulnerability by uploading a malicious PyFunc model that, once interacted with, can execute arbitrary code on the user's machine. Organizations utilizing the affected versions should take immediate action to mitigate potential risks associated with this vulnerability.

Affected Version(s)

MLflow 0.9.0

Exploit Proof of Concept (PoC)

PoC code is written by security researchers to demonstrate the vulnerability can be exploited. PoC code is also a key component for weaponization which could lead to ransomware.

CVE-2024-37054-MLflow-RCE
Created by NiteeshPujari

References

https://hiddenlayer.com/sai-security-advisory/mlflow-june...

CVSS V3.1

Score:
8.8
Severity:
HIGH
Confidentiality:
High
Integrity:
High
Availability:
High
Attack Vector:
Network
Attack Complexity:
Low
Privileges Required:
None
User Interaction:
Required
Scope:
Unchanged

Timeline

  • 🟡

    Public PoC available

  • 👾

    Exploit known to exist

  • Vulnerability published

  • Vulnerability Reserved

JSON
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CVE-2024-37054 : Arbitrary Code Execution Vulnerability in MLflow Platform