CVE-2024-37056

2024-06-0412:01:09

CWE-502

HiddenLayer

github.com

cve-2024-37056

untrusted data

mlflow platform

version 1.23.0

lightgbm

scikit-learn

arbitrary code

8.8 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

REQUIRED

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

HIGH

Availability Impact

HIGH

CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

8.8 High

AI Score

Confidence

High

0.0004 Low

EPSS

Percentile

9.1%

JSON

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.23.0 or newer, enabling a maliciously uploaded LightGBM scikit-learn model to run arbitrary code on an end user’s system when interacted with.

CNA Affected

[
  {
    "defaultStatus": "unaffected",
    "packageName": "mlflow",
    "product": "MLflow",
    "repo": "https://github.com/mlflow/mlflow",
    "vendor": "MLflow",
    "versions": [
      {
        "lessThanOrEqual": "*",
        "status": "affected",
        "version": "1.23.0",
        "versionType": "semver"
      }
    ]
  }
]