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CVE-2025-14287

Lfprojects Mlflow command injection

8.8 HIGHPublic exploitEPSS 1.46%
  1. Published16 Mar 2026

Description

A command injection vulnerability exists in mlflow/mlflow versions before v3.7.0, specifically in the `mlflow/sagemaker/__init__.py` file at lines 161-167. The vulnerability arises from the direct interpolation of user-supplied container image names into shell commands without proper sanitization, which are then executed using `os.system()`. This allows attackers to execute arbitrary commands by supplying malicious input through the `--container` parameter of the CLI. The issue affects environments where MLflow is used, including development setups, CI/CD pipelines, and cloud deployments.

CVSS 3.1 breakdown

Attack vectorNetwork
Attack complexityLow
Privileges requiredNone
User interactionRequired
ScopeUnchanged
ConfidentialityHigh
IntegrityHigh
AvailabilityHigh
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

Affected products

Lfprojects Mlflow< 3.7.0

Remediation

Fixed in
Lfprojects Mlflow≥ 3.7.0

References

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Frequently asked

Is CVE-2025-14287 being actively exploited?

CVE-2025-14287 is not in the CISA KEV catalog. A public exploit reference exists, so treat it as exploitable. Its EPSS exploit probability is 1.46%.

How severe is CVE-2025-14287?

CVE-2025-14287 has a CVSS 3.1 base score of 8.8, rated high. EPSS estimates a 1.46% probability of exploitation.

Which products are affected by CVE-2025-14287?

Affected products include Lfprojects Mlflow.

How do I fix CVE-2025-14287?

Upgrade affected software to a fixed version, for example Lfprojects Mlflow 3.7.0 or later, then confirm no affected versions remain in your inventory.

How Secuno handles this

Secuno correlates vulnerabilities like CVE-2025-14287 against the real software inventory on every managed device, as each hourly inventory arrives. Rather than a static severity, each match is scored in context: exploit availability, EPSS, the asset's exposure, and business criticality decide where it lands in the queue. If an affected version is present anywhere across your portfolio, it surfaces automatically with a prioritised remediation path.

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Data from the NVD, CISA KEV catalog and FIRST EPSS. CVSS 3.1 base score shown where available.