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OpenAdvisories
High · 8.1 CVE-2026-2033 EUVD-2026-7508GHSA-q2r8-vmq7-fpx2PYSEC-2026-2658

MLflow Tracking Server Artifact Handler Directory Traversal Remote Code Execution Vulnerability

Published Feb 20, 2026 · Updated Jul 15, 2026 · Assigned by zdi

Description

MLflow Tracking Server Artifact Handler Directory Traversal Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of MLflow Tracking Server. Authentication is not required to exploit this vulnerability.

The specific flaw exists within the handling of artifact file paths. The issue results from the lack of proper validation of a user-supplied path prior to using it in file operations. An attacker can leverage this vulnerability to execute code in the context of the service account. Was ZDI-CAN-26649.

Affected products

VendorProductAffectedFixed
MLflow MLflow 3.1.1 and 5b9c01925c2e2a8cf0951f155a6a468ff99cfe0f —

Affected packages

EcosystemPackageAffectedFixedRecord
PyPI mlflow < 3.8.0rc0 3.8.0rc0 GHSA-q2r8-vmq7-fpx2

References