Vulnerability-Lookup

GHSA-4QQ5-MXXX-M6GG

Vulnerability from github – Published: 2023-11-16 21:30 – Updated: 2024-03-01 21:26

Summary

MLflow authentication requirement bypass can allow a user to arbitrarily create an account

Details

An attacker is able to arbitrarily create an account in MLflow bypassing any authentication requirement.

Severity

9.1 (Critical)


                  
                    CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N

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{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "mlflow"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "2.8.0"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2023-6014"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-598"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2023-11-17T22:49:27Z",
    "nvd_published_at": "2023-11-16T21:15:09Z",
    "severity": "CRITICAL"
  },
  "details": "An attacker is able to arbitrarily create an account in MLflow bypassing any authentication requirement.",
  "id": "GHSA-4qq5-mxxx-m6gg",
  "modified": "2024-03-01T21:26:17Z",
  "published": "2023-11-16T21:30:46Z",
  "references": [
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-6014"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/issues/9669"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/pull/9700"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/commit/32de2154ef9f946160e5dc01a4d8a449dd0bd259"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/mlflow/mlflow"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/releases/tag/v2.8.0"
    },
    {
      "type": "WEB",
      "url": "https://huntr.com/bounties/3e64df69-ddc2-463e-9809-d07c24dc1de4"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
      "type": "CVSS_V3"
    }
  ],
  "summary": "MLflow authentication requirement bypass can allow a user to arbitrarily create an account"
}

CVE-2023-6014 (GCVE-0-2023-6014)

Vulnerability from cvelistv5 – Published: 2023-11-16 21:07 – Updated: 2024-09-04 20:22

Title

MLflow Authentication Bypass

Summary

An attacker is able to arbitrarily create an account in MLflow bypassing any authentication requirment.

Severity

9.1 (Critical)


                        
                          CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N

SSVC

Exploitation: poc Automatable: yes Technical Impact: total

CISA Coordinator (v2.0.3)

CWE

CWE-598 - Use of GET Request Method With Sensitive Query Strings

Assigner

@huntr_ai

References

1 reference

URL	Tags
https://huntr.com/bounties/3e64df69-ddc2-463e-980…

Impacted products

2 products

Vendor	Product	Version
mlflow	mlflow/mlflow	Affected: unspecified , ≤ latest (custom)
mlflow	mlflow	Affected: 0 , ≤ * (custom) cpe:2.3:a:mlflow:mlflow::::::::

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{
  "containers": {
    "adp": [
      {
        "providerMetadata": {
          "dateUpdated": "2024-08-02T08:21:17.031Z",
          "orgId": "af854a3a-2127-422b-91ae-364da2661108",
          "shortName": "CVE"
        },
        "references": [
          {
            "tags": [
              "x_transferred"
            ],
            "url": "https://huntr.com/bounties/3e64df69-ddc2-463e-9809-d07c24dc1de4"
          }
        ],
        "title": "CVE Program Container"
      },
      {
        "affected": [
          {
            "cpes": [
              "cpe:2.3:a:mlflow:mlflow:*:*:*:*:*:*:*:*"
            ],
            "defaultStatus": "unknown",
            "product": "mlflow",
            "vendor": "mlflow",
            "versions": [
              {
                "lessThanOrEqual": "*",
                "status": "affected",
                "version": "0",
                "versionType": "custom"
              }
            ]
          }
        ],
        "metrics": [
          {
            "other": {
              "content": {
                "id": "CVE-2023-6014",
                "options": [
                  {
                    "Exploitation": "poc"
                  },
                  {
                    "Automatable": "yes"
                  },
                  {
                    "Technical Impact": "total"
                  }
                ],
                "role": "CISA Coordinator",
                "timestamp": "2024-09-04T20:20:13.556623Z",
                "version": "2.0.3"
              },
              "type": "ssvc"
            }
          }
        ],
        "providerMetadata": {
          "dateUpdated": "2024-09-04T20:22:09.674Z",
          "orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
          "shortName": "CISA-ADP"
        },
        "title": "CISA ADP Vulnrichment"
      }
    ],
    "cna": {
      "affected": [
        {
          "product": "mlflow/mlflow",
          "vendor": "mlflow",
          "versions": [
            {
              "lessThanOrEqual": "latest",
              "status": "affected",
              "version": "unspecified",
              "versionType": "custom"
            }
          ]
        }
      ],
      "descriptions": [
        {
          "lang": "en",
          "value": "An attacker is able to arbitrarily create an account in MLflow bypassing any authentication requirment."
        }
      ],
      "metrics": [
        {
          "cvssV3_0": {
            "attackComplexity": "LOW",
            "attackVector": "NETWORK",
            "availabilityImpact": "NONE",
            "baseScore": 9.1,
            "baseSeverity": "CRITICAL",
            "confidentialityImpact": "HIGH",
            "integrityImpact": "HIGH",
            "privilegesRequired": "NONE",
            "scope": "UNCHANGED",
            "userInteraction": "NONE",
            "vectorString": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N",
            "version": "3.0"
          }
        }
      ],
      "problemTypes": [
        {
          "descriptions": [
            {
              "cweId": "CWE-598",
              "description": "CWE-598 Use of GET Request Method With Sensitive Query Strings",
              "lang": "en",
              "type": "CWE"
            }
          ]
        }
      ],
      "providerMetadata": {
        "dateUpdated": "2023-11-16T21:07:36.577Z",
        "orgId": "c09c270a-b464-47c1-9133-acb35b22c19a",
        "shortName": "@huntr_ai"
      },
      "references": [
        {
          "url": "https://huntr.com/bounties/3e64df69-ddc2-463e-9809-d07c24dc1de4"
        }
      ],
      "source": {
        "advisory": "3e64df69-ddc2-463e-9809-d07c24dc1de4",
        "discovery": "EXTERNAL"
      },
      "title": "MLflow Authentication Bypass"
    }
  },
  "cveMetadata": {
    "assignerOrgId": "c09c270a-b464-47c1-9133-acb35b22c19a",
    "assignerShortName": "@huntr_ai",
    "cveId": "CVE-2023-6014",
    "datePublished": "2023-11-16T21:07:36.577Z",
    "dateReserved": "2023-11-08T09:11:22.613Z",
    "dateUpdated": "2024-09-04T20:22:09.674Z",
    "state": "PUBLISHED"
  },
  "dataType": "CVE_RECORD",
  "dataVersion": "5.1"
}

Sightings

Author	Source	Type	Date	Other

Nomenclature

Seen: The vulnerability was mentioned, discussed, or observed by the user.
Confirmed: The vulnerability has been validated from an analyst's perspective.
Published Proof of Concept: A public proof of concept is available for this vulnerability.
Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
Not confirmed: The user expressed doubt about the validity of the vulnerability.
Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.

Detection rules are retrieved from Rulezet.

Action not permitted

GHSA-4QQ5-MXXX-M6GG

CVE-2023-6014 (GCVE-0-2023-6014)

Tags

Sightings

Nomenclature