fkie_cve-2024-3568
Vulnerability from fkie_nvd
Published
2024-04-10 17:15
Modified
2024-11-21 09:29
Severity ?
3.4 (Low) - CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L
Summary
The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_repo_checkpoint()` function of the `TFPreTrainedModel()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125
security@huntr.devhttps://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f
af854a3a-2127-422b-91ae-364da2661108https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125
af854a3a-2127-422b-91ae-364da2661108https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f
Impacted products
Vendor Product Version


To clipboard 

{
  "cveTags": [],
  "descriptions": [
    {
      "lang": "en",
      "value": "The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_repo_checkpoint()` function of the `TFPreTrainedModel()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine."
    },
    {
      "lang": "es",
      "value": "La librer\u00eda huggingface/transformers es vulnerable a la ejecuci\u00f3n de c\u00f3digo arbitrario a trav\u00e9s de la deserializaci\u00f3n de datos no confiables dentro de la funci\u00f3n `load_repo_checkpoint()` de la clase `TFPreTrainedModel()`. Los atacantes pueden ejecutar c\u00f3digo y comandos arbitrarios creando una carga serializada maliciosa, explotando el uso de `pickle.load()` en datos de fuentes potencialmente no confiables. Esta vulnerabilidad permite la ejecuci\u00f3n remota de c\u00f3digo (RCE) al enga\u00f1ar a las v\u00edctimas para que carguen un punto de control aparentemente inofensivo durante un proceso de entrenamiento normal, lo que permite a los atacantes ejecutar c\u00f3digo arbitrario en la m\u00e1quina de destino."
    }
  ],
  "id": "CVE-2024-3568",
  "lastModified": "2024-11-21T09:29:53.770",
  "metrics": {
    "cvssMetricV30": [
      {
        "cvssData": {
          "attackComplexity": "HIGH",
          "attackVector": "NETWORK",
          "availabilityImpact": "LOW",
          "baseScore": 3.4,
          "baseSeverity": "LOW",
          "confidentialityImpact": "NONE",
          "integrityImpact": "NONE",
          "privilegesRequired": "NONE",
          "scope": "CHANGED",
          "userInteraction": "REQUIRED",
          "vectorString": "CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L",
          "version": "3.0"
        },
        "exploitabilityScore": 1.6,
        "impactScore": 1.4,
        "source": "security@huntr.dev",
        "type": "Secondary"
      }
    ]
  },
  "published": "2024-04-10T17:15:58.160",
  "references": [
    {
      "source": "security@huntr.dev",
      "url": "https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125"
    },
    {
      "source": "security@huntr.dev",
      "url": "https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f"
    },
    {
      "source": "af854a3a-2127-422b-91ae-364da2661108",
      "url": "https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125"
    },
    {
      "source": "af854a3a-2127-422b-91ae-364da2661108",
      "url": "https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f"
    }
  ],
  "sourceIdentifier": "security@huntr.dev",
  "vulnStatus": "Awaiting Analysis",
  "weaknesses": [
    {
      "description": [
        {
          "lang": "en",
          "value": "CWE-502"
        }
      ],
      "source": "security@huntr.dev",
      "type": "Secondary"
    }
  ]
}


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