ghsa-3v79-q7ph-j75h
Vulnerability from github
Published
2024-02-24 00:30
Modified
2025-04-08 21:59
Severity ?
9.6 (Critical) - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H
Summary
MLFlow Cross-site Scripting vulnerability leads to client-side Remote Code Execution
Details

Insufficient sanitization in MLflow leads to XSS when running a recipe that uses an untrusted dataset. This issue leads to a client-side RCE when running the recipe in Jupyter Notebook. The vulnerability stems from lack of sanitization over dataset table fields.

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{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "mlflow"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "2.10.0"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2024-27133"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-79"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2024-02-27T21:57:34Z",
    "nvd_published_at": "2024-02-23T22:15:55Z",
    "severity": "CRITICAL"
  },
  "details": "Insufficient sanitization in MLflow leads to XSS when running a recipe that uses an untrusted dataset. This issue leads to a client-side RCE when running the recipe in Jupyter Notebook. The vulnerability stems from lack of sanitization over dataset table fields.",
  "id": "GHSA-3v79-q7ph-j75h",
  "modified": "2025-04-08T21:59:06Z",
  "published": "2024-02-24T00:30:20Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2024-27133"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/pull/10893"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/commit/c43823750bffa5b6abcc086683b15a068513b67b"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/commit/cfa71879a884cc3520e23ccab998c9aa78fdf2b1"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/mlflow/mlflow"
    },
    {
      "type": "WEB",
      "url": "https://github.com/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2024-241.yaml"
    },
    {
      "type": "WEB",
      "url": "https://research.jfrog.com/vulnerabilities/mlflow-untrusted-dataset-xss-jfsa-2024-000631932"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H",
      "type": "CVSS_V3"
    }
  ],
  "summary": "MLFlow Cross-site Scripting vulnerability leads to client-side Remote Code Execution"
}


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