fkie_cve-2024-3568
Vulnerability from fkie_nvd
Published
2024-04-10 17:15
Modified
2025-10-10 17:55
Severity ?
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
Impacted products
Vendor | Product | Version | |
---|---|---|---|
huggingface | transformers | * |
{ "configurations": [ { "nodes": [ { "cpeMatch": [ { "criteria": "cpe:2.3:a:huggingface:transformers:*:*:*:*:*:*:*:*", "matchCriteriaId": "4EEC5A17-5747-4445-BB11-DDF19A57CC55", "versionEndExcluding": "4.38.0", "vulnerable": true } ], "negate": false, "operator": "OR" } ] } ], "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": "2025-10-10T17:55:38.253", "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" } ], "cvssMetricV31": [ { "cvssData": { "attackComplexity": "LOW", "attackVector": "NETWORK", "availabilityImpact": "HIGH", "baseScore": 9.6, "baseSeverity": "CRITICAL", "confidentialityImpact": "HIGH", "integrityImpact": "HIGH", "privilegesRequired": "NONE", "scope": "CHANGED", "userInteraction": "REQUIRED", "vectorString": "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H", "version": "3.1" }, "exploitabilityScore": 2.8, "impactScore": 6.0, "source": "nvd@nist.gov", "type": "Primary" } ] }, "published": "2024-04-10T17:15:58.160", "references": [ { "source": "security@huntr.dev", "tags": [ "Patch" ], "url": "https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125" }, { "source": "security@huntr.dev", "tags": [ "Exploit", "Third Party Advisory" ], "url": "https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f" }, { "source": "af854a3a-2127-422b-91ae-364da2661108", "tags": [ "Patch" ], "url": "https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125" }, { "source": "af854a3a-2127-422b-91ae-364da2661108", "tags": [ "Exploit", "Third Party Advisory" ], "url": "https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f" } ], "sourceIdentifier": "security@huntr.dev", "vulnStatus": "Analyzed", "weaknesses": [ { "description": [ { "lang": "en", "value": "CWE-502" } ], "source": "security@huntr.dev", "type": "Secondary" } ] }
Loading…
Loading…
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.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- 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.
Loading…
Loading…