CVE-2026-2651: Missing Authorization Validation in mlflow/mlflow

Published May 25, 2026
·
Updated

A vulnerability in MLflow versions <=3.10.1.dev0 allows unauthorized access to multipart upload (MPU) endpoints when the --serve-artifacts mode is enabled. The authorization logic does not enforce resource-level permission checks for /mlflow-artifacts/mpu/ endpoints, enabling attackers to overwrite artifacts belonging to other users. This can lead to unauthorized cross-user writes, model supply chain poisoning, and arbitrary code execution when compromised models are loaded. The issue is resolved in version 3.10.0.

Affected Software

2 affected components
pypi/mlflow<=3.10.1.dev0
Lfprojects Mlflow<=3.10.1

Remediation

Recommended actions to resolve this vulnerability, in priority order.

  1. Upgrade

    Upgrade MLflow to a version that resolves this vulnerability.

    Fixed in 3.10.0

Event History

May 25, 2026
CVE Published
via MITRE·06:00 AM
Data Sourced
via MITRE·06:00 AM
DescriptionSeverityWeakness
Data Sourced
via Red Hat·07:01 AM
DescriptionSeverityAffected Software
Data Sourced
via NVD·07:16 AM
RemedyDescriptionSeverityWeaknessAffected Software
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Frequently Asked Questions

1

What is the severity of CVE-2026-2651?

The severity of CVE-2026-2651 is rated as critical with a score of 9.

2

How can I fix CVE-2026-2651?

To mitigate CVE-2026-2651, upgrade to MLflow version 3.10.1.dev1 or later.

3

What systems are affected by CVE-2026-2651?

CVE-2026-2651 affects MLflow versions up to and including 3.10.1.dev0.

4

What type of vulnerability is CVE-2026-2651?

CVE-2026-2651 is categorized as a missing authorization validation vulnerability.

5

What impact does CVE-2026-2651 have?

CVE-2026-2651 allows unauthorized access to multipart upload endpoints, potentially exposing sensitive data.

Contact

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