cvelistv5 - cve-2023-1176

Source	URL	Tags
security@huntr.dev	https://github.com/mlflow/mlflow/commit/63ef72aa4334a6473ce7f889573c92fcae0b3c0d	Patch
security@huntr.dev	https://huntr.dev/bounties/ae92f814-6a08-435c-8445-eec0ef4f1085	Exploit, Patch

Vendor	Product
mlflow	mlflow/mlflow

ghsa-wp72-7hj9-5265

Vulnerability from github

Published

2023-03-24 22:01

Modified

2023-03-28 18:04

Severity

3.3 (Low) - CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N

Summary

Remote file existence check vulnerability in `mlflow server` and `mlflow ui` CLIs

Details

Impact

Users of the MLflow Open Source Project who are hosting the MLflow Model Registry using the mlflow server or mlflow ui commands using an MLflow version older than MLflow 2.2.1 may be vulnerable to a remote file existence check exploit if they are not limiting who can query their server (for example, by using a cloud VPC, an IP allowlist for inbound requests, or authentication / authorization middleware).

This issue only affects users and integrations that run the mlflow server and mlflow ui commands. Integrations that do not make use of mlflow server or mlflow ui are unaffected; for example, the Databricks Managed MLflow product and MLflow on Azure Machine Learning do not make use of these commands and are not impacted by these vulnerabilities in any way.

The vulnerability detailed in https://nvd.nist.gov/vuln/detail/CVE-2023-1176 enables an actor to check the existence of arbitrary files unrelated to MLflow from the host server, including any files stored in remote locations to which the host server has access.

Patches

This vulnerability has been patched in MLflow 2.2.1, which was released to PyPI on March 2nd, 2023. If you are using mlflow server or mlflow ui with the MLflow Model Registry, we recommend upgrading to MLflow 2.2.1 as soon as possible.

Workarounds

If you are using the MLflow open source mlflow server or mlflow ui commands, we strongly recommend limiting who can access your MLflow Model Registry and MLflow Tracking servers using a cloud VPC, an IP allowlist for inbound requests, authentication / authorization middleware, or another access restriction mechanism of your choosing.

If you are using the MLflow open source mlflow server or mlflow ui commands, we also strongly recommend limiting the remote files to which your MLflow Model Registry and MLflow Tracking servers have access. For example, if your MLflow Model Registry or MLflow Tracking server uses cloud-hosted blob storage for MLflow artifacts, make sure to restrict the scope of your server's cloud credentials such that it can only access files and directories related to MLflow.

References

More information about the vulnerability is available at https://nvd.nist.gov/vuln/detail/CVE-2023-1176.

Show details on source website

JSON

To clipboard

{
  "affected": [
    {
      "database_specific": {
        "last_known_affected_version_range": "\u003c= 2.2.0"
      },
      "package": {
        "ecosystem": "PyPI",
        "name": "mlflow"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "2.2.1"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ]
    }
  ],
  "aliases": [
    "CVE-2023-1176"
  ],
  "database_specific": {
    "cwe_ids": [
      "CWE-36"
    ],
    "github_reviewed": true,
    "github_reviewed_at": "2023-03-24T22:01:15Z",
    "nvd_published_at": "2023-03-24T15:15:00Z",
    "severity": "LOW"
  },
  "details": "### Impact\n\nUsers of the MLflow Open Source Project who are hosting the MLflow Model Registry using the `mlflow server` or `mlflow ui` commands using an MLflow version older than MLflow 2.2.1 may be vulnerable to a remote file existence check exploit if they are not limiting who can query their server (for example, by using a cloud VPC, an IP allowlist for inbound requests, or authentication / authorization middleware).\n\nThis issue only affects users and integrations that run the `mlflow server` and `mlflow ui` commands. Integrations that do not make use of `mlflow server` or `mlflow ui` are unaffected; for example, the Databricks Managed MLflow product and MLflow on Azure Machine Learning do not make use of these commands and are not impacted by these vulnerabilities in any way.\n\nThe vulnerability detailed in https://nvd.nist.gov/vuln/detail/CVE-2023-1176 enables an actor to check the existence of arbitrary files unrelated to MLflow from the host server, including any files stored in remote locations to which the host server has access.\n\n### Patches\nThis vulnerability has been patched in MLflow 2.2.1, which was released to PyPI on March 2nd, 2023. If you are using `mlflow server` or `mlflow ui` with the MLflow Model Registry, we recommend upgrading to MLflow 2.2.1 as soon as possible.\n\n### Workarounds\nIf you are using the MLflow open source `mlflow server` or `mlflow ui` commands, we strongly recommend limiting who can access your MLflow Model Registry and MLflow Tracking servers using a cloud VPC, an IP allowlist for inbound requests, authentication / authorization middleware, or another access restriction mechanism of your choosing.\n\nIf you are using the MLflow open source `mlflow server` or `mlflow ui` commands, we also strongly recommend limiting the remote files to which your MLflow Model Registry and MLflow Tracking servers have access. For example, if your MLflow Model Registry or MLflow Tracking server uses cloud-hosted blob storage for MLflow artifacts, make sure to restrict the scope of your server\u0027s cloud credentials such that it can only access files and directories related to MLflow.\n\n### References\nMore information about the vulnerability is available at https://nvd.nist.gov/vuln/detail/CVE-2023-1176.",
  "id": "GHSA-wp72-7hj9-5265",
  "modified": "2023-03-28T18:04:29Z",
  "published": "2023-03-24T22:01:15Z",
  "references": [
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/security/advisories/GHSA-wp72-7hj9-5265"
    },
    {
      "type": "ADVISORY",
      "url": "https://nvd.nist.gov/vuln/detail/CVE-2023-1176"
    },
    {
      "type": "WEB",
      "url": "https://github.com/mlflow/mlflow/commit/63ef72aa4334a6473ce7f889573c92fcae0b3c0d"
    },
    {
      "type": "PACKAGE",
      "url": "https://github.com/mlflow/mlflow"
    },
    {
      "type": "WEB",
      "url": "https://huntr.dev/bounties/ae92f814-6a08-435c-8445-eec0ef4f1085"
    }
  ],
  "schema_version": "1.4.0",
  "severity": [
    {
      "score": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N",
      "type": "CVSS_V3"
    }
  ],
  "summary": "Remote file existence check vulnerability in `mlflow server` and `mlflow ui` CLIs"
}

gsd-2023-1176

Vulnerability from gsd

Modified

2023-12-13 01:20

Details

Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.2.2.

Aliases

CVE-2023-1176

Aliases

CVE-2023-1176

JSON

To clipboard

{
  "GSD": {
    "alias": "CVE-2023-1176",
    "id": "GSD-2023-1176"
  },
  "gsd": {
    "metadata": {
      "exploitCode": "unknown",
      "remediation": "unknown",
      "reportConfidence": "confirmed",
      "type": "vulnerability"
    },
    "osvSchema": {
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        "CVE-2023-1176"
      ],
      "details": "Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.2.2.",
      "id": "GSD-2023-1176",
      "modified": "2023-12-13T01:20:41.114445Z",
      "schema_version": "1.4.0"
    }
  },
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        "ID": "CVE-2023-1176",
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        "TITLE": "Absolute Path Traversal in mlflow/mlflow"
      },
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              "product": {
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                    "product_name": "mlflow/mlflow",
                    "version": {
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                          "version_affected": "\u003c",
                          "version_value": "2.2.2"
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          "attackVector": "NETWORK",
          "availabilityImpact": "NONE",
          "baseScore": 5.3,
          "baseSeverity": "MEDIUM",
          "confidentialityImpact": "LOW",
          "integrityImpact": "NONE",
          "privilegesRequired": "NONE",
          "scope": "UNCHANGED",
          "userInteraction": "NONE",
          "vectorString": "CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N",
          "version": "3.0"
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      "problemtype": {
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          },
          {
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            "refsource": "MISC",
            "url": "https://github.com/mlflow/mlflow/commit/63ef72aa4334a6473ce7f889573c92fcae0b3c0d"
          }
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      },
      "source": {
        "advisory": "ae92f814-6a08-435c-8445-eec0ef4f1085",
        "discovery": "EXTERNAL"
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    },
    "gitlab.com": {
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          "cwe_ids": [
            "CWE-1035",
            "CWE-36",
            "CWE-937"
          ],
          "date": "2023-03-24",
          "description": "Absolute Path Traversal in GitHub repository mlflow/mlflow",
          "fixed_versions": [
            "2.2.2"
          ],
          "identifier": "CVE-2023-1176",
          "identifiers": [
            "GHSA-wp72-7hj9-5265",
            "CVE-2023-1176"
          ],
          "not_impacted": "All versions starting from 2.2.2",
          "package_slug": "pypi/mlflow",
          "pubdate": "2023-03-24",
          "solution": "Upgrade to version 2.2.2 or above.",
          "title": "Absolute Path Traversal",
          "urls": [
            "https://github.com/mlflow/mlflow/security/advisories/GHSA-wp72-7hj9-5265",
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            "https://github.com/mlflow/mlflow/commit/63ef72aa4334a6473ce7f889573c92fcae0b3c0d",
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            "https://github.com/advisories/GHSA-wp72-7hj9-5265"
          ],
          "uuid": "0d2a23df-6024-47d8-aee7-6cd2191d944e"
        }
      ]
    },
    "nvd.nist.gov": {
      "configurations": {
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        "nodes": [
          {
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            "cpe_match": [
              {
                "cpe23Uri": "cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*",
                "cpe_name": [],
                "versionEndExcluding": "2.2.2",
                "vulnerable": true
              }
            ],
            "operator": "OR"
          }
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      },
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            "version": "3.1"
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          "impactScore": 1.4
        }
      },
      "lastModifiedDate": "2023-03-28T14:44Z",
      "publishedDate": "2023-03-24T15:15Z"
    }
  }
}

pysec-2023-28

Vulnerability from pysec

Published

2023-03-24 15:15

Modified

2023-05-04 03:49

Details

Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.2.2.

Aliases

CVE-2023-1176

JSON

To clipboard

{
  "affected": [
    {
      "package": {
        "ecosystem": "PyPI",
        "name": "mlflow",
        "purl": "pkg:pypi/mlflow"
      },
      "ranges": [
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "63ef72aa4334a6473ce7f889573c92fcae0b3c0d"
            }
          ],
          "repo": "https://github.com/mlflow/mlflow",
          "type": "GIT"
        },
        {
          "events": [
            {
              "introduced": "0"
            },
            {
              "fixed": "2.2.2"
            }
          ],
          "type": "ECOSYSTEM"
        }
      ],
      "versions": [
        "0.0.1",
        "0.1.0",
        "0.2.0",
        "0.2.1",
        "0.3.0",
        "0.4.0",
        "0.4.1",
        "0.4.2",
        "0.5.0",
        "0.5.1",
        "0.5.2",
        "0.6.0",
        "0.7.0",
        "0.8.0",
        "0.8.1",
        "0.8.2",
        "0.9.0",
        "0.9.0.1",
        "0.9.1",
        "1.0.0",
        "1.1.0",
        "1.1.1.dev0",
        "1.10.0",
        "1.11.0",
        "1.12.0",
        "1.12.1",
        "1.13",
        "1.13.1",
        "1.14.0",
        "1.14.1",
        "1.15.0",
        "1.16.0",
        "1.17.0",
        "1.18.0",
        "1.19.0",
        "1.2.0",
        "1.20.0",
        "1.20.1",
        "1.20.2",
        "1.21.0",
        "1.22.0",
        "1.23.0",
        "1.23.1",
        "1.24.0",
        "1.25.0",
        "1.25.1",
        "1.26.0",
        "1.26.1",
        "1.27.0",
        "1.28.0",
        "1.29.0",
        "1.3.0",
        "1.30.0",
        "1.30.1",
        "1.4.0",
        "1.5.0",
        "1.6.0",
        "1.7.0",
        "1.7.1",
        "1.7.2",
        "1.8.0",
        "1.9.0",
        "1.9.1",
        "2.0.0",
        "2.0.0rc0",
        "2.0.1",
        "2.1.0",
        "2.1.1",
        "2.2.0",
        "2.2.1"
      ]
    }
  ],
  "aliases": [
    "CVE-2023-1176"
  ],
  "details": "Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.2.2.",
  "id": "PYSEC-2023-28",
  "modified": "2023-05-04T03:49:46.565156Z",
  "published": "2023-03-24T15:15:00Z",
  "references": [
    {
      "type": "EVIDENCE",
      "url": "https://huntr.dev/bounties/ae92f814-6a08-435c-8445-eec0ef4f1085"
    },
    {
      "type": "FIX",
      "url": "https://huntr.dev/bounties/ae92f814-6a08-435c-8445-eec0ef4f1085"
    },
    {
      "type": "FIX",
      "url": "https://github.com/mlflow/mlflow/commit/63ef72aa4334a6473ce7f889573c92fcae0b3c0d"
    }
  ]
}

Action not permitted

cve-2023-1176

Vulnerability from cvelistv5

ghsa-wp72-7hj9-5265

Vulnerability from github

Impact

Patches

Workarounds

References

gsd-2023-1176

Vulnerability from gsd

pysec-2023-28

Vulnerability from pysec

Tags