CRITICAL9.8
PYSEC-2026-421
MLflow Use of Default Password Authentication Bypass Vulnerability
Quick fix
PYSEC-2026-421 — mlflow: upgrade to the fixed version with the command below.
pip install --upgrade 'mlflow>=3.8.0rc0'Details
This vulnerability allows remote attackers to bypass authentication on affected installations of MLflow. Authentication is not required to exploit this vulnerability. The specific flaw exists within the basic_auth.ini file. The file contains hard-coded default credentials. An attacker can leverage this vulnerability to bypass authentication and execute arbitrary code in the context of the administrator.
Are you affected?
Enter the version of the package you're using.
Affected packages
References
- https://nvd.nist.gov/vuln/detail/CVE-2026-2635[ADVISORY]
- https://github.com/mlflow/mlflow/pull/19260[WEB]
- https://github.com/mlflow/mlflow/commit/5bf2ec2bd4222a18d78631183ac7f6b752afe8a4[WEB]
- https://github.com/mlflow/mlflow[PACKAGE]
- https://github.com/mlflow/mlflow/releases/tag/v3.8.0rc0[WEB]
- https://www.zerodayinitiative.com/advisories/ZDI-26-111[WEB]
- https://pypi.org/project/mlflow[PACKAGE]
- https://github.com/advisories/GHSA-gq3w-7jj3-x7gr[ADVISORY]