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  5. CVE-2026-2651

CVE-2026-2651: MLflow allows unauthorized access to multipart upload endpoints when the `--serve-artifacts` mode is enabled

May 26, 2026 (updated June 30, 2026)

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.

References

  • access.redhat.com/security/cve/CVE-2026-2651
  • bugzilla.redhat.com/show_bug.cgi?id=2481117
  • github.com/advisories/GHSA-8c7q-86fq-vvmh
  • github.com/mlflow/mlflow/commit/d7290811d8f3c95366d80109424edc1fb1ad966f
  • huntr.com/bounties/65beb119-d3e0-4e03-af2f-fa98f78f83dc
  • nvd.nist.gov/vuln/detail/CVE-2026-2651
  • security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-2651.json

Code Behaviors & Features

Detect and mitigate CVE-2026-2651 with GitLab Dependency Scanning

Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Learn more about Dependency Scanning →

Affected versions

All versions before 3.11.0-rc.1

Fixed versions

  • 3.11.0-rc.1

Solution

Upgrade to version 3.11.0-rc.1 or above.

Impact 9 CRITICAL

CVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H

Learn more about CVSS

Weakness

  • CWE-1220: Insufficient Granularity of Access Control
  • CWE-862: Missing Authorization

Source file

pypi/mlflow/CVE-2026-2651.yml

Spotted a mistake? Edit the file on GitLab.

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