CVE-2025-1474: mlflow — Exploit & Fix

Description

In mlflow/mlflow version 2.18, an admin is able to create a new user account without setting a password. This vulnerability could lead to security risks, as accounts without passwords may be susceptible to unauthorized access. Additionally, this issue violates best practices for secure user account management. The issue is fixed in version 2.19.0.

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CVSS v3.1 Score

5.5

MEDIUM

CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:L/I:H/A:N

Weakness Type (CWE)

CWE-521 CWE-521

Affected Products

Vendor	Product	Versions
lfprojects	mlflow	< 2.19.0

References

Advisories & Patches

https://github.com/mlflow/mlflow/commit/149c9e18aa219bc47e86b432e130e467a36f4a17

Exploits

https://huntr.com/bounties/e79f7774-10fe-46b2-b522-e73b748e3b2d

Frequently Asked Questions

What is CVE-2025-1474? +

In mlflow/mlflow version 2.18, an admin is able to create a new user account without setting a password. This vulnerability could lead to security risks, as accounts without passwords may be susceptible to unauthorized access. Additionally, this issue violates best practices for secure user account management. The issue is fixed in version 2.19.0. It has a CVSS v3.1 base score of 5.5 (MEDIUM).

How severe is CVE-2025-1474? +

CVE-2025-1474 has a CVSS v3.1 score of 5.5 out of 10, rated MEDIUM. This is a medium-severity vulnerability that should be remediated as part of regular maintenance.

What products are affected by CVE-2025-1474? +

CVE-2025-1474 affects products from lfprojects, specifically: mlflow. Check the affected products table above for specific version ranges.

How do I check if I'm vulnerable to CVE-2025-1474? +

You can use Secably's free Website Scanner to check your website for known vulnerabilities. For infrastructure scanning, use the Port Scanner to identify exposed services that may be affected. Check the vendor advisories linked above for specific patch and version information.

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