Detections
Analytics

MLflow Unauthenticated Access

critical Web App Scanning Plugin ID 114324

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Synopsis

MLflow Unauthenticated Access

Description

By default, MLflow does not require authentication to access the application. This allows an attacker to perform arbitrary modifications on experiments or models in the web interface. This detection is included in the AI and LLM category.

Solution

Authentication should be enforced to prevent unauthorized access to the MLflow interface.

See Also

https://mlflow.org/

https://mlflow.org/docs/latest/auth/index.html

Plugin Details

Severity: Critical

ID: 114324

Type: remote

Published: 6/26/2024

Updated: 6/26/2024

Scan Template: basic, full, pci, scan

Risk Information

VPR

Risk Factor: High

Score: 7.5

CVSS v2

Risk Factor: Critical

Base Score: 10

Vector: CVSS2#AV:N/AC:L/Au:N/C:C/I:C/A:C

CVSS Score Source: Tenable

CVSS v3

Risk Factor: Critical

Base Score: 10

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

CVSS Score Source: Tenable

CVSS v4

Risk Factor: Critical

Base Score: 10

Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H

CVSS Score Source: Tenable

Vulnerability Information

CPE: cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*

Reference Information