CVE-2024-37056

2024-06-0412:01:09

CWE-502

HiddenLayer

www.cve.org

cve-2024-37056

deserialization

mlflow

lightgbm

code execution

CVSS3

8.8

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

AI Score

8.8

Confidence

High

EPSS

Percentile

9.0%

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"
      }
    ]
  }
]