CVE-2026-8147CWE-284

Authorization Bypass in mlflow/mlflow

High · published July 2, 2026

CVSS v3.0
8.1
EPSS
1%
Percentile
45.1
In the wild
Unconfirmed
What it is

In MLflow versions prior to 3.14.0, when running with authentication enabled, the trace API endpoints lack proper authorization validators. This allows any authenticated user to bypass experiment-level authorization controls on all trace operations, including reading, deleting, and modifying traces on experiments they do not have permission to access. The issue arises from the `_before_request` handler, which does not register authorization validators for trace endpoints, resulting in requests proceeding without validation. This vulnerability can expose sensitive data, destroy audit logs, and allow unauthorized modifications.

The record
Technical detail
CVSS v3.0
8.1 · HIGH
Vector
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
CVSS v4.0
Not supplied
EPSS
0.00548 · 45.1th percentile
Weakness
CWE-284 · Improper Access Control
Published
2026-07-02T07:32Z
EPSS history
Timeline
  • 02 JUL 07:32Z
    Authorization Bypass in mlflow/mlflow
    cvelistv5