pysec-2024-224
Vulnerability from pysec
Published
2024-11-25 14:15
Modified
2025-02-03 16:23
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.

Impacted products
Name purl
mlflow pkg:pypi/mlflow
Aliases



{
   affected: [
      {
         package: {
            ecosystem: "PyPI",
            name: "mlflow",
            purl: "pkg:pypi/mlflow",
         },
         ranges: [
            {
               events: [
                  {
                     introduced: "0",
                  },
                  {
                     fixed: "2.16.0",
                  },
               ],
               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",
            "2.10.0",
            "2.10.1",
            "2.10.2",
            "2.11.0",
            "2.11.1",
            "2.11.2",
            "2.11.3",
            "2.11.4",
            "2.12.0",
            "2.12.1",
            "2.12.2",
            "2.13.0",
            "2.13.1",
            "2.13.2",
            "2.14.0",
            "2.14.0rc0",
            "2.14.1",
            "2.14.2",
            "2.14.2.dev0",
            "2.14.3",
            "2.15.0",
            "2.15.0rc0",
            "2.15.1",
            "2.2.0",
            "2.2.1",
            "2.2.2",
            "2.3.0",
            "2.3.1",
            "2.3.2",
            "2.4.0",
            "2.4.1",
            "2.4.2",
            "2.5.0",
            "2.6.0",
            "2.7.0",
            "2.7.1",
            "2.8.0",
            "2.8.1",
            "2.9.0",
            "2.9.1",
            "2.9.2",
         ],
      },
   ],
   aliases: [
      "CVE-2024-27134",
   ],
   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: "PYSEC-2024-224",
   modified: "2025-02-03T16:23:40.409646+00:00",
   published: "2024-11-25T14:15:06+00:00",
   references: [
      {
         type: "FIX",
         url: "https://github.com/mlflow/mlflow/pull/10874",
      },
      {
         type: "REPORT",
         url: "https://github.com/mlflow/mlflow/pull/10874",
      },
   ],
   severity: [
      {
         score: "CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H",
         type: "CVSS_V3",
      },
   ],
}


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