Vulnerabilites related to huggingface - transformers
Vulnerability from fkie_nvd
Published
2023-05-18 17:15
Modified
2024-11-21 07:59
Severity ?
4.7 (Medium) - CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:H
Summary
Insecure Temporary File in GitHub repository huggingface/transformers prior to 4.30.0.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/80ca92470938bbcc348e2d9cf4734c7c25cb1c43Patch
security@huntr.devhttps://huntr.dev/bounties/a3867b4e-6701-4418-8c20-3c6e7084a44aExploit, Patch, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108https://github.com/huggingface/transformers/commit/80ca92470938bbcc348e2d9cf4734c7c25cb1c43Patch
af854a3a-2127-422b-91ae-364da2661108https://huntr.dev/bounties/a3867b4e-6701-4418-8c20-3c6e7084a44aExploit, Patch, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2023-12-19 13:15
Modified
2024-11-21 08:44
Severity ?
8.8 (High) - CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Summary
Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/1d63b0ec361e7a38f1339385e8a5a855085532cePatch
security@huntr.devhttps://huntr.com/bounties/423611ee-7a2a-442a-babb-3ed2f8385c16Exploit
af854a3a-2127-422b-91ae-364da2661108https://github.com/huggingface/transformers/commit/1d63b0ec361e7a38f1339385e8a5a855085532cePatch
af854a3a-2127-422b-91ae-364da2661108https://huntr.com/bounties/423611ee-7a2a-442a-babb-3ed2f8385c16Exploit
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2024-11-22 22:15
Modified
2025-02-10 22:18
Severity ?
8.8 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Summary
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.
References
zdi-disclosures@trendmicro.comhttps://www.zerodayinitiative.com/advisories/ZDI-24-1514/Third Party Advisory, VDB Entry
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2023-12-20 17:15
Modified
2024-11-21 08:45
Severity ?
7.8 (High) - CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Summary
Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/1d63b0ec361e7a38f1339385e8a5a855085532cePatch
security@huntr.devhttps://huntr.com/bounties/e1a3e548-e53a-48df-b708-9ee62140963cExploit, Patch, Third Party Advisory
af854a3a-2127-422b-91ae-364da2661108https://github.com/huggingface/transformers/commit/1d63b0ec361e7a38f1339385e8a5a855085532cePatch
af854a3a-2127-422b-91ae-364da2661108https://huntr.com/bounties/e1a3e548-e53a-48df-b708-9ee62140963cExploit, Patch, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2025-05-19 12:15
Modified
2025-05-21 17:43
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Summary
A vulnerability in the `preprocess_string()` function of the `transformers.testing_utils` module in huggingface/transformers version v4.48.3 allows for a Regular Expression Denial of Service (ReDoS) attack. The regular expression used to process code blocks in docstrings contains nested quantifiers, leading to exponential backtracking when processing input with a large number of newline characters. An attacker can exploit this by providing a specially crafted payload, causing high CPU usage and potential application downtime, effectively resulting in a Denial of Service (DoS) scenario.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/8cb522b4190bd556ce51be04942720650b1a3e57Patch
security@huntr.devhttps://huntr.com/bounties/97b780f3-ffca-424f-ad5d-0e1c57a5bde4Exploit, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2024-11-22 22:15
Modified
2025-02-10 22:18
Severity ?
8.8 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Summary
Hugging Face Transformers MobileViTV2 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 handling of configuration 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-24322.
References
zdi-disclosures@trendmicro.comhttps://www.zerodayinitiative.com/advisories/ZDI-24-1513/Third Party Advisory, VDB Entry
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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    },
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      "lang": "es",
      "value": "Vulnerabilidad de ejecuci\u00f3n remota de c\u00f3digo de deserializaci\u00f3n de datos no confiables en Hugging Face Transformers MobileViTV2. Esta vulnerabilidad permite a atacantes remotos ejecutar c\u00f3digo arbitrario en las instalaciones afectadas de Hugging Face Transformers. Se requiere la interacci\u00f3n del usuario para explotar esta vulnerabilidad, ya que el objetivo debe visitar una p\u00e1gina maliciosa o abrir un archivo malicioso. La falla espec\u00edfica existe en el manejo de archivos de configuraci\u00f3n. El problema es el resultado de la falta de una validaci\u00f3n adecuada de los datos proporcionados por el usuario, lo que puede resultar en la deserializaci\u00f3n de datos no confiables. Un atacante puede aprovechar esta vulnerabilidad para ejecutar c\u00f3digo en el contexto del usuario actual. Era ZDI-CAN-24322."
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  ],
  "id": "CVE-2024-11392",
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}

Vulnerability from fkie_nvd
Published
2025-07-07 10:15
Modified
2025-08-07 01:03
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the Hugging Face Transformers library, specifically in the `get_configuration_file()` function within the `transformers.configuration_utils` module. The affected version is 4.49.0, and the issue is resolved in version 4.51.0. The vulnerability arises from the use of a regular expression pattern `config\.(.*)\.json` that can be exploited to cause excessive CPU consumption through crafted input strings, leading to catastrophic backtracking. This can result in model serving disruption, resource exhaustion, and increased latency in applications using the library.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/0720e206c6ba28887e4d60ef60a6a089f6c1cc76Patch
security@huntr.devhttps://huntr.com/bounties/c7a69150-54f8-4e81-8094-791e7a2a0f29Exploit, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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    },
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Vulnerability from fkie_nvd
Published
2025-07-11 10:15
Modified
2025-08-07 01:01
Severity ?
5.3 (Medium) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the Hugging Face Transformers library, specifically within the DonutProcessor class's `token2json()` method. This vulnerability affects versions 4.50.3 and earlier, and is fixed in version 4.52.1. The issue arises from the regex pattern `<s_(.*?)>` which can be exploited to cause excessive CPU consumption through crafted input strings due to catastrophic backtracking. This vulnerability can lead to service disruption, resource exhaustion, and potential API service vulnerabilities, impacting document processing tasks using the Donut model.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/ebbe9b12dd75b69f92100d684c47f923ee262a93Patch
security@huntr.devhttps://huntr.com/bounties/25282953-5827-4384-bb6f-5790d275721bExploit, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2025-04-29 12:15
Modified
2025-08-01 21:56
Severity ?
6.5 (Medium) - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:N/A:H
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was identified in the huggingface/transformers library, specifically in the file `tokenization_gpt_neox_japanese.py` of the GPT-NeoX-Japanese model. The vulnerability occurs in the SubWordJapaneseTokenizer class, where regular expressions process specially crafted inputs. The issue stems from a regex exhibiting exponential complexity under certain conditions, leading to excessive backtracking. This can result in high CPU usage and potential application downtime, effectively creating a Denial of Service (DoS) scenario. The affected version is v4.48.1 (latest).
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/92c5ca9dd70de3ade2af2eb835c96215cc50e815Patch
security@huntr.devhttps://huntr.com/bounties/86f58dcd-683f-4adc-a735-849f51e9abb2Exploit, Third Party Advisory
134c704f-9b21-4f2e-91b3-4a467353bcc0https://huntr.com/bounties/86f58dcd-683f-4adc-a735-849f51e9abb2Exploit, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2025-07-07 10:15
Modified
2025-08-02 01:20
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the huggingface/transformers repository, specifically in version 4.49.0. The vulnerability is due to inefficient regular expression complexity in the `SETTING_RE` variable within the `transformers/commands/chat.py` file. The regex contains repetition groups and non-optimized quantifiers, leading to exponential backtracking when processing 'almost matching' payloads. This can degrade application performance and potentially result in a denial-of-service (DoS) when handling specially crafted input strings. The issue is fixed in version 4.51.0.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/0720e206c6ba28887e4d60ef60a6a089f6c1cc76Patch
security@huntr.devhttps://huntr.com/bounties/ecf5ccc4-39e7-4fb3-b547-14a41d31a184Exploit, Third Party Advisory
134c704f-9b21-4f2e-91b3-4a467353bcc0https://huntr.com/bounties/ecf5ccc4-39e7-4fb3-b547-14a41d31a184Exploit, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2025-07-07 10:15
Modified
2025-08-07 01:02
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the Hugging Face Transformers library, specifically in the `get_imports()` function within `dynamic_module_utils.py`. This vulnerability affects versions 4.49.0 and is fixed in version 4.51.0. The issue arises from a regular expression pattern `\s*try\s*:.*?except.*?:` used to filter out try/except blocks from Python code, which can be exploited to cause excessive CPU consumption through crafted input strings due to catastrophic backtracking. This vulnerability can lead to remote code loading disruption, resource exhaustion in model serving, supply chain attack vectors, and development pipeline disruption.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/0720e206c6ba28887e4d60ef60a6a089f6c1cc76Patch
security@huntr.devhttps://huntr.com/bounties/3c6f7822-9992-476d-8cf0-b0b1623427dfExploit, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2025-03-20 10:15
Modified
2025-08-01 21:11
Severity ?
7.5 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was identified in the huggingface/transformers library, specifically in the file tokenization_nougat_fast.py. The vulnerability occurs in the post_process_single() function, where a regular expression processes specially crafted input. The issue stems from the regex exhibiting exponential time complexity under certain conditions, leading to excessive backtracking. This can result in significantly high CPU usage and potential application downtime, effectively creating a Denial of Service (DoS) scenario. The affected version is v4.46.3 (latest).
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/deac971c469bcbb182c2e52da0b82fb3bf54cccfPatch
security@huntr.devhttps://huntr.com/bounties/4bed1214-7835-4252-a853-22bbad891f98Vendor Advisory
134c704f-9b21-4f2e-91b3-4a467353bcc0https://huntr.com/bounties/4bed1214-7835-4252-a853-22bbad891f98Vendor Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2025-07-07 10:15
Modified
2025-08-07 00:54
Severity ?
3.5 (Low) - CVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:U/C:L/I:N/A:N
Summary
Hugging Face Transformers versions up to 4.49.0 are affected by an improper input validation vulnerability in the `image_utils.py` file. The vulnerability arises from insecure URL validation using the `startswith()` method, which can be bypassed through URL username injection. This allows attackers to craft URLs that appear to be from YouTube but resolve to malicious domains, potentially leading to phishing attacks, malware distribution, or data exfiltration. The issue is fixed in version 4.52.1.
References
security@huntr.devhttps://github.com/huggingface/transformers/commit/4dda5f71b35fb70cf602187eef84bb17a50b9082Patch
security@huntr.devhttps://huntr.com/bounties/ccba0730-9248-4853-b7ff-5c20e6364f09Exploit, Third Party Advisory
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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Vulnerability from fkie_nvd
Published
2024-11-22 22:15
Modified
2025-02-10 22:16
Severity ?
8.8 (High) - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Summary
Hugging Face Transformers Trax 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 handling 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-25012.
References
zdi-disclosures@trendmicro.comhttps://www.zerodayinitiative.com/advisories/ZDI-24-1515/Third Party Advisory, VDB Entry
Impacted products
Vendor Product Version
huggingface transformers *


To clipboard 

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CVE-2025-3263 (GCVE-0-2025-3263)
Vulnerability from cvelistv5
Published
2025-07-07 09:54
Modified
2025-07-07 14:51
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
CWE
  • CWE-1333 - Inefficient Regular Expression Complexity
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the Hugging Face Transformers library, specifically in the `get_configuration_file()` function within the `transformers.configuration_utils` module. The affected version is 4.49.0, and the issue is resolved in version 4.51.0. The vulnerability arises from the use of a regular expression pattern `config\.(.*)\.json` that can be exploited to cause excessive CPU consumption through crafted input strings, leading to catastrophic backtracking. This can result in model serving disruption, resource exhaustion, and increased latency in applications using the library.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.51.0
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-2800 (GCVE-0-2023-2800)
Vulnerability from cvelistv5
Published
2023-05-18 00:00
Modified
2025-01-21 20:09
Severity ?
4.7 (Medium) - CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:H
CWE
  • CWE-377 - Insecure Temporary File
Summary
Insecure Temporary File in GitHub repository huggingface/transformers prior to 4.30.0.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.30.0
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2025-3933 (GCVE-0-2025-3933)
Vulnerability from cvelistv5
Published
2025-07-11 09:22
Modified
2025-07-11 15:07
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
CWE
  • CWE-1333 - Inefficient Regular Expression Complexity
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the Hugging Face Transformers library, specifically within the DonutProcessor class's `token2json()` method. This vulnerability affects versions 4.50.3 and earlier, and is fixed in version 4.52.1. The issue arises from the regex pattern `<s_(.*?)>` which can be exploited to cause excessive CPU consumption through crafted input strings due to catastrophic backtracking. This vulnerability can lead to service disruption, resource exhaustion, and potential API service vulnerabilities, impacting document processing tasks using the Donut model.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.52.1
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2025-1194 (GCVE-0-2025-1194)
Vulnerability from cvelistv5
Published
2025-04-29 11:30
Modified
2025-04-29 13:21
Severity ?
4.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:N/A:L
CWE
  • CWE-1333 - Inefficient Regular Expression Complexity
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was identified in the huggingface/transformers library, specifically in the file `tokenization_gpt_neox_japanese.py` of the GPT-NeoX-Japanese model. The vulnerability occurs in the SubWordJapaneseTokenizer class, where regular expressions process specially crafted inputs. The issue stems from a regex exhibiting exponential complexity under certain conditions, leading to excessive backtracking. This can result in high CPU usage and potential application downtime, effectively creating a Denial of Service (DoS) scenario. The affected version is v4.48.1 (latest).
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.50.0
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2024-12720 (GCVE-0-2024-12720)
Vulnerability from cvelistv5
Published
2025-03-20 10:11
Modified
2025-03-20 13:25
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
CWE
  • CWE-1333 - Inefficient Regular Expression Complexity
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was identified in the huggingface/transformers library, specifically in the file tokenization_nougat_fast.py. The vulnerability occurs in the post_process_single() function, where a regular expression processes specially crafted input. The issue stems from the regex exhibiting exponential time complexity under certain conditions, leading to excessive backtracking. This can result in significantly high CPU usage and potential application downtime, effectively creating a Denial of Service (DoS) scenario. The affected version is v4.46.3 (latest).
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.48.0
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CVE-2025-3262 (GCVE-0-2025-3262)
Vulnerability from cvelistv5
Published
2025-07-07 09:54
Modified
2025-07-07 15:19
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
CWE
  • CWE-1333 - Inefficient Regular Expression Complexity
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the huggingface/transformers repository, specifically in version 4.49.0. The vulnerability is due to inefficient regular expression complexity in the `SETTING_RE` variable within the `transformers/commands/chat.py` file. The regex contains repetition groups and non-optimized quantifiers, leading to exponential backtracking when processing 'almost matching' payloads. This can degrade application performance and potentially result in a denial-of-service (DoS) when handling specially crafted input strings. The issue is fixed in version 4.51.0.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.51.0
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CVE-2025-3777 (GCVE-0-2025-3777)
Vulnerability from cvelistv5
Published
2025-07-07 09:55
Modified
2025-07-07 12:26
Severity ?
3.5 (Low) - CVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:U/C:L/I:N/A:N
CWE
  • CWE-20 - Improper Input Validation
Summary
Hugging Face Transformers versions up to 4.49.0 are affected by an improper input validation vulnerability in the `image_utils.py` file. The vulnerability arises from insecure URL validation using the `startswith()` method, which can be bypassed through URL username injection. This allows attackers to craft URLs that appear to be from YouTube but resolve to malicious domains, potentially leading to phishing attacks, malware distribution, or data exfiltration. The issue is fixed in version 4.52.1.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.52.1
 Create a notification for this product.
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CVE-2025-3264 (GCVE-0-2025-3264)
Vulnerability from cvelistv5
Published
2025-07-07 09:55
Modified
2025-07-07 14:40
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
CWE
  • CWE-1333 - Inefficient Regular Expression Complexity
Summary
A Regular Expression Denial of Service (ReDoS) vulnerability was discovered in the Hugging Face Transformers library, specifically in the `get_imports()` function within `dynamic_module_utils.py`. This vulnerability affects versions 4.49.0 and is fixed in version 4.51.0. The issue arises from a regular expression pattern `\s*try\s*:.*?except.*?:` used to filter out try/except blocks from Python code, which can be exploited to cause excessive CPU consumption through crafted input strings due to catastrophic backtracking. This vulnerability can lead to remote code loading disruption, resource exhaustion in model serving, supply chain attack vectors, and development pipeline disruption.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.51.0
 Create a notification for this product.
Show details on NVD website

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CVE-2024-11393 (GCVE-0-2024-11393)
Vulnerability from cvelistv5
Published
2024-11-22 21:23
Modified
2024-12-04 21:13
Severity ?
8.8 (High) - CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CWE
  • CWE-502 - Deserialization of Untrusted Data
Summary
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.
References
Impacted products
Vendor Product Version
Hugging Face Transformers Version: 8820fe8b8c4b9da94cf1e4761876f85c562e0efe
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-7018 (GCVE-0-2023-7018)
Vulnerability from cvelistv5
Published
2023-12-20 16:13
Modified
2024-08-02 08:50
Severity ?
9.6 (Critical) - CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H
CWE
  • CWE-502 - Deserialization of Untrusted Data
Summary
Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.36
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2025-2099 (GCVE-0-2025-2099)
Vulnerability from cvelistv5
Published
2025-05-19 11:22
Modified
2025-05-19 13:45
Severity ?
5.3 (Medium) - CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L
CWE
  • CWE-1333 - Inefficient Regular Expression Complexity
Summary
A vulnerability in the `preprocess_string()` function of the `transformers.testing_utils` module in huggingface/transformers version v4.48.3 allows for a Regular Expression Denial of Service (ReDoS) attack. The regular expression used to process code blocks in docstrings contains nested quantifiers, leading to exponential backtracking when processing input with a large number of newline characters. An attacker can exploit this by providing a specially crafted payload, causing high CPU usage and potential application downtime, effectively resulting in a Denial of Service (DoS) scenario.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.50.0
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2023-6730 (GCVE-0-2023-6730)
Vulnerability from cvelistv5
Published
2023-12-19 12:11
Modified
2024-08-02 08:35
Severity ?
9.0 (Critical) - CVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:C/C:H/I:H/A:H
CWE
  • CWE-502 - Deserialization of Untrusted Data
Summary
Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.36
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2024-11392 (GCVE-0-2024-11392)
Vulnerability from cvelistv5
Published
2024-11-22 21:23
Modified
2024-11-26 16:35
Severity ?
7.5 (High) - CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
CWE
  • CWE-502 - Deserialization of Untrusted Data
Summary
Hugging Face Transformers MobileViTV2 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 handling of configuration 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-24322.
References
Impacted products
Vendor Product Version
Hugging Face Transformers Version: 940fde8dafaecb8f17b588c5078291f1c1a420c8
 Create a notification for this product.
Show details on NVD website

To clipboard 

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CVE-2024-11394 (GCVE-0-2024-11394)
Vulnerability from cvelistv5
Published
2024-11-22 21:23
Modified
2024-12-04 21:13
Severity ?
8.8 (High) - CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CWE
  • CWE-502 - Deserialization of Untrusted Data
Summary
Hugging Face Transformers Trax 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 handling 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-25012.
References
Impacted products
Vendor Product Version
Hugging Face Transformers Version: 026a173a64372e9602a16523b8fae9de4b0ff428
 Create a notification for this product.
Show details on NVD website

To clipboard 

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          "descriptions": [
            {
              "cweId": "CWE-502",
              "description": "CWE-502: Deserialization of Untrusted Data",
              "lang": "en",
              "type": "CWE"
            }
          ]
        }
      ],
      "providerMetadata": {
        "dateUpdated": "2024-11-22T21:23:49.302Z",
        "orgId": "99f1926a-a320-47d8-bbb5-42feb611262e",
        "shortName": "zdi"
      },
      "references": [
        {
          "name": "ZDI-24-1515",
          "tags": [
            "x_research-advisory"
          ],
          "url": "https://www.zerodayinitiative.com/advisories/ZDI-24-1515/"
        }
      ],
      "source": {
        "lang": "en",
        "value": "The_Kernel_Panic"
      },
      "title": "Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability"
    }
  },
  "cveMetadata": {
    "assignerOrgId": "99f1926a-a320-47d8-bbb5-42feb611262e",
    "assignerShortName": "zdi",
    "cveId": "CVE-2024-11394",
    "datePublished": "2024-11-22T21:23:49.302Z",
    "dateReserved": "2024-11-18T23:29:55.445Z",
    "dateUpdated": "2024-12-04T21:13:16.550Z",
    "state": "PUBLISHED"
  },
  "dataType": "CVE_RECORD",
  "dataVersion": "5.1"
}