CVE-2025-15381

HIGH
MEDIUM Priority: 0.03 BB Relevance: 66/100
Published: 2026-03-27 Modified: 2026-11-03 First seen: 2026-11-03 Status: active

Attack Surface

Network Low Complexity No Interaction Conf. Impact Integ. Impact

CVSS Vector Breakdown

AV: Network
AC: Low
PR: Low
UI: None
S: Unchanged
C: High
I: High
A: None

Description

In the latest version of mlflow/mlflow, when the `basic-auth` app is enabled, tracing and assessment endpoints are not protected by permission validators. This allows any authenticated user, including those with `NO_PERMISSIONS` on the experiment, to read trace information and create assessments for traces they should not have access to. This vulnerability impacts confidentiality by exposing trace metadata and integrity by allowing unauthorized creation of assessments. Deployments using `mlflow server --app-name=basic-auth` are affected.

Weakness Classification (2)

Affected Software (2)

VendorProductVersion
lfprojects mlflow -
mlflow mlflow/mlflow unspecified

Bug Bounty Relevance

66 / 100
✓ Network accessible
✓ Low complexity
✓ No user interaction

CVSS Score

8.1 / 10.0 v3.0
CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N

EPSS — Exploitation Probability

0.35%
Raw Score 0.003520
Percentile 29.3%
Date 2026-11-14

EPSS Trend

2026-11-14
0.00352
2026-11-13
0.00352
2026-11-12
0.00344
2026-11-10
0.00344
2026-11-09
0.00344
2026-11-08
0.00344
2026-11-07
0.00344
2026-11-06
0.00344
2026-11-05
0.00344
2026-11-04
0.00344
2026-11-03
0.00344

Intelligence Sources

mitre ref →
nvd ref →