pysec-2024-228
Vulnerability from pysec
Published
2024-11-22 22:15
Modified
2025-02-10 23:22
Severity ?
8.8 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Details

Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.

The specific flaw exists within the parsing of model files. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current user. Was ZDI-CAN-25191.

Impacted products
Name purl
transformers pkg:pypi/transformers
Aliases


To clipboard 

{
   affected: [
      {
         package: {
            ecosystem: "PyPI",
            name: "transformers",
            purl: "pkg:pypi/transformers",
         },
         ranges: [
            {
               events: [
                  {
                     introduced: "0",
                  },
                  {
                     fixed: "4.48.0",
                  },
               ],
               type: "ECOSYSTEM",
            },
         ],
         versions: [
            "0.1",
            "2.0.0",
            "2.1.0",
            "2.1.1",
            "2.10.0",
            "2.11.0",
            "2.2.0",
            "2.2.1",
            "2.2.2",
            "2.3.0",
            "2.4.0",
            "2.4.1",
            "2.5.0",
            "2.5.1",
            "2.6.0",
            "2.7.0",
            "2.8.0",
            "2.9.0",
            "2.9.1",
            "3.0.0",
            "3.0.1",
            "3.0.2",
            "3.1.0",
            "3.2.0",
            "3.3.0",
            "3.3.1",
            "3.4.0",
            "3.5.0",
            "3.5.1",
            "4.0.0",
            "4.0.0rc1",
            "4.0.1",
            "4.1.0",
            "4.1.1",
            "4.10.0",
            "4.10.1",
            "4.10.2",
            "4.10.3",
            "4.11.0",
            "4.11.1",
            "4.11.2",
            "4.11.3",
            "4.12.0",
            "4.12.1",
            "4.12.2",
            "4.12.3",
            "4.12.4",
            "4.12.5",
            "4.13.0",
            "4.14.0",
            "4.14.1",
            "4.15.0",
            "4.16.0",
            "4.16.1",
            "4.16.2",
            "4.17.0",
            "4.18.0",
            "4.19.0",
            "4.19.1",
            "4.19.2",
            "4.19.3",
            "4.19.4",
            "4.2.0",
            "4.2.1",
            "4.2.2",
            "4.20.0",
            "4.20.1",
            "4.21.0",
            "4.21.1",
            "4.21.2",
            "4.21.3",
            "4.22.0",
            "4.22.1",
            "4.22.2",
            "4.23.0",
            "4.23.1",
            "4.24.0",
            "4.25.0",
            "4.25.1",
            "4.26.0",
            "4.26.1",
            "4.27.0",
            "4.27.1",
            "4.27.2",
            "4.27.3",
            "4.27.4",
            "4.28.0",
            "4.28.1",
            "4.29.0",
            "4.29.1",
            "4.29.2",
            "4.3.0",
            "4.3.0rc1",
            "4.3.1",
            "4.3.2",
            "4.3.3",
            "4.30.0",
            "4.30.1",
            "4.30.2",
            "4.31.0",
            "4.32.0",
            "4.32.1",
            "4.33.0",
            "4.33.1",
            "4.33.2",
            "4.33.3",
            "4.34.0",
            "4.34.1",
            "4.35.0",
            "4.35.1",
            "4.35.2",
            "4.36.0",
            "4.36.1",
            "4.36.2",
            "4.37.0",
            "4.37.1",
            "4.37.2",
            "4.38.0",
            "4.38.1",
            "4.38.2",
            "4.39.0",
            "4.39.1",
            "4.39.2",
            "4.39.3",
            "4.4.0",
            "4.4.1",
            "4.4.2",
            "4.40.0",
            "4.40.1",
            "4.40.2",
            "4.41.0",
            "4.41.1",
            "4.41.2",
            "4.42.0",
            "4.42.1",
            "4.42.2",
            "4.42.3",
            "4.42.4",
            "4.43.0",
            "4.43.1",
            "4.43.2",
            "4.43.3",
            "4.43.4",
            "4.44.0",
            "4.44.1",
            "4.44.2",
            "4.45.0",
            "4.45.1",
            "4.45.2",
            "4.46.0",
            "4.46.1",
            "4.46.2",
            "4.46.3",
            "4.47.0",
            "4.47.1",
            "4.5.0",
            "4.5.1",
            "4.6.0",
            "4.6.1",
            "4.7.0",
            "4.8.0",
            "4.8.1",
            "4.8.2",
            "4.9.0",
            "4.9.1",
            "4.9.2",
         ],
      },
   ],
   aliases: [
      "CVE-2024-11393",
   ],
   details: "Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.\n\nThe specific flaw exists within the parsing of model files. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current user. Was ZDI-CAN-25191.",
   id: "PYSEC-2024-228",
   modified: "2025-02-10T23:22:41.449105+00:00",
   published: "2024-11-22T22:15:07+00:00",
   references: [
      {
         type: "ADVISORY",
         url: "https://www.zerodayinitiative.com/advisories/ZDI-24-1514/",
      },
   ],
   severity: [
      {
         score: "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H",
         type: "CVSS_V3",
      },
   ],
}


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