github - ghsa-qpgc-w4mg-6v92

ghsa-qpgc-w4mg-6v92

Vulnerability from github

Published

2024-11-25 18:33

Modified

2024-11-25 19:41

Severity ?

7.0 (High) - CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
7.3 (High) - CVSS:4.0/AV:L/AC:L/AT:P/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Summary

MLflow's excessive directory permissions allow local privilege escalation

Details

Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU attack. The issue is only relevant when the spark_udf() MLflow API is called.

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JSON

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{
   affected: [
      {
         package: {
            ecosystem: "PyPI",
            name: "mlflow",
         },
         ranges: [
            {
               events: [
                  {
                     introduced: "0",
                  },
                  {
                     fixed: "2.16.0",
                  },
               ],
               type: "ECOSYSTEM",
            },
         ],
      },
   ],
   aliases: [
      "CVE-2024-27134",
   ],
   database_specific: {
      cwe_ids: [
         "CWE-276",
      ],
      github_reviewed: true,
      github_reviewed_at: "2024-11-25T19:41:56Z",
      nvd_published_at: "2024-11-25T14:15:06Z",
      severity: "HIGH",
   },
   details: "Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU attack. The issue is only relevant when the spark_udf() MLflow API is called.",
   id: "GHSA-qpgc-w4mg-6v92",
   modified: "2024-11-25T19:41:56Z",
   published: "2024-11-25T18:33:26Z",
   references: [
      {
         type: "ADVISORY",
         url: "https://nvd.nist.gov/vuln/detail/CVE-2024-27134",
      },
      {
         type: "WEB",
         url: "https://github.com/mlflow/mlflow/pull/10874",
      },
      {
         type: "WEB",
         url: "https://github.com/mlflow/mlflow/commit/0b1d995d66a678153e01ed3040f3f4dfc16a0d6b",
      },
      {
         type: "PACKAGE",
         url: "https://github.com/mlflow/mlflow",
      },
   ],
   schema_version: "1.4.0",
   severity: [
      {
         score: "CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H",
         type: "CVSS_V3",
      },
      {
         score: "CVSS:4.0/AV:L/AC:L/AT:P/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N",
         type: "CVSS_V4",
      },
   ],
   summary: "MLflow's excessive directory permissions allow local privilege escalation",
}

cve-2024-27134

Vulnerability from cvelistv5

Published

2024-11-25 13:48

Modified

2024-11-25 14:23

Severity ?

7.0 (High) - CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H

Summary

References

▼	URL	Tags
	https://github.com/mlflow/mlflow/pull/10874	patch

Impacted products

	Vendor	Product	Version
			Version: 0

Show details on NVD website

JSON

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{
   containers: {
      adp: [
         {
            affected: [
               {
                  cpes: [
                     "cpe:2.3:a:lfprojects:mlflow:-:*:*:*:*:*:*:*",
                  ],
                  defaultStatus: "unknown",
                  product: "mlflow",
                  vendor: "lfprojects",
                  versions: [
                     {
                        lessThan: "2.16.0",
                        status: "affected",
                        version: "0",
                        versionType: "custom",
                     },
                  ],
               },
            ],
            metrics: [
               {
                  other: {
                     content: {
                        id: "CVE-2024-27134",
                        options: [
                           {
                              Exploitation: "none",
                           },
                           {
                              Automatable: "no",
                           },
                           {
                              "Technical Impact": "total",
                           },
                        ],
                        role: "CISA Coordinator",
                        timestamp: "2024-11-25T14:23:17.524784Z",
                        version: "2.0.3",
                     },
                     type: "ssvc",
                  },
               },
            ],
            providerMetadata: {
               dateUpdated: "2024-11-25T14:23:59.324Z",
               orgId: "134c704f-9b21-4f2e-91b3-4a467353bcc0",
               shortName: "CISA-ADP",
            },
            title: "CISA ADP Vulnrichment",
         },
      ],
      cna: {
         affected: [
            {
               collectionURL: "https://pypi.python.org",
               defaultStatus: "unaffected",
               packageName: "mlflow",
               versions: [
                  {
                     lessThan: "2.16.0",
                     status: "affected",
                     version: "0",
                     versionType: "python",
                  },
               ],
            },
         ],
         descriptions: [
            {
               lang: "en",
               supportingMedia: [
                  {
                     base64: false,
                     type: "text/html",
                     value: "<p>Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU attack. The issue is only relevant when the spark_udf() MLflow API is called.</p>",
                  },
               ],
               value: "Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU attack. The issue is only relevant when the spark_udf() MLflow API is called.",
            },
         ],
         metrics: [
            {
               cvssV3_1: {
                  attackComplexity: "HIGH",
                  attackVector: "LOCAL",
                  availabilityImpact: "HIGH",
                  baseScore: 7,
                  baseSeverity: "HIGH",
                  confidentialityImpact: "HIGH",
                  integrityImpact: "HIGH",
                  privilegesRequired: "NONE",
                  scope: "UNCHANGED",
                  userInteraction: "REQUIRED",
                  vectorString: "CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H",
                  version: "3.1",
               },
               format: "CVSS",
               scenarios: [
                  {
                     lang: "en",
                     value: "GENERAL",
                  },
               ],
            },
         ],
         problemTypes: [
            {
               descriptions: [
                  {
                     cweId: "CWE-367",
                     description: "CWE-367 Time-of-check Time-of-use (TOCTOU) Race Condition",
                     lang: "en",
                     type: "CWE",
                  },
               ],
            },
            {
               descriptions: [
                  {
                     cweId: "CWE-276",
                     description: "CWE-276 Incorrect Default Permissions",
                     lang: "en",
                     type: "CWE",
                  },
               ],
            },
         ],
         providerMetadata: {
            dateUpdated: "2024-11-25T13:48:05.117Z",
            orgId: "48a46f29-ae42-4e1d-90dd-c1676c1e5e6d",
            shortName: "JFROG",
         },
         references: [
            {
               tags: [
                  "patch",
               ],
               url: "https://github.com/mlflow/mlflow/pull/10874",
            },
         ],
         source: {
            discovery: "UNKNOWN",
         },
         title: "Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf",
         x_generator: {
            engine: "Vulnogram 0.2.0",
         },
      },
   },
   cveMetadata: {
      assignerOrgId: "48a46f29-ae42-4e1d-90dd-c1676c1e5e6d",
      assignerShortName: "JFROG",
      cveId: "CVE-2024-27134",
      datePublished: "2024-11-25T13:48:05.117Z",
      dateReserved: "2024-02-20T11:10:51.335Z",
      dateUpdated: "2024-11-25T14:23:59.324Z",
      state: "PUBLISHED",
   },
   dataType: "CVE_RECORD",
   dataVersion: "5.1",
}

All sightings related to this event Export sightings related to this event

Sightings

Author	Source	Type	Date

Nomenclature

Seen: The vulnerability was mentioned, discussed, or seen somewhere by the user.
Confirmed: The vulnerability is confirmed from an analyst perspective.
Exploited: This vulnerability was exploited and seen by the user reporting the sighting.
Patched: This vulnerability was successfully patched by the user reporting the sighting.
Not exploited: This vulnerability was not exploited or seen by the user reporting the sighting.
Not confirmed: The user expresses doubt about the veracity of the vulnerability.
Not patched: This vulnerability was not successfully patched by the user reporting the sighting.

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