transformers-4.26.1-py3-none-any.whl: 7 vulnerabilities (highest severity is: 8.8)

[mend-bolt-for-github]

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (transformers version)	Remediation Possible**
CVE-2024-11394	High	8.8	transformers-4.26.1-py3-none-any.whl	Direct	transformers - 4.33.0,4.19.4,4.16.1,4.22.1,4.26.0,4.30.0	❌
CVE-2024-11393	High	8.8	transformers-4.26.1-py3-none-any.whl	Direct	transformers - 4.22.1,4.33.0,4.26.0,4.19.4,4.16.1,4.30.0	❌
CVE-2024-11392	High	8.8	transformers-4.26.1-py3-none-any.whl	Direct	transformers - 4.22.1,4.16.1,4.26.0,4.30.0,4.33.0,4.19.4	❌
CVE-2023-6730	High	8.8	transformers-4.26.1-py3-none-any.whl	Direct	4.36.0	❌
CVE-2023-7018	High	7.8	transformers-4.26.1-py3-none-any.whl	Direct	4.36.0	❌
CVE-2023-2800	Medium	4.7	transformers-4.26.1-py3-none-any.whl	Direct	4.30.1	❌
CVE-2024-3568	Low	3.4	transformers-4.26.1-py3-none-any.whl	Direct	4.38.0	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2024-11394

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.26.1-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Found in base branch: main

Vulnerability Details

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.

Publish Date: 2024-11-22

URL: CVE-2024-11394

CVSS 3 Score Details (8.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://nvd.nist.gov/vuln/detail/CVE-2024-11394

Release Date: 2024-11-18

Fix Resolution: transformers - 4.33.0,4.19.4,4.16.1,4.22.1,4.26.0,4.30.0

Step up your Open Source Security Game with Mend here

CVE-2024-11393

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.26.1-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Found in base branch: main

Vulnerability Details

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.

Publish Date: 2024-11-22

URL: CVE-2024-11393

CVSS 3 Score Details (8.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://nvd.nist.gov/vuln/detail/CVE-2024-11393

Release Date: 2024-11-18

Fix Resolution: transformers - 4.22.1,4.33.0,4.26.0,4.19.4,4.16.1,4.30.0

Step up your Open Source Security Game with Mend here

CVE-2024-11392

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.26.1-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Found in base branch: main

Vulnerability Details

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.

Publish Date: 2024-11-22

URL: CVE-2024-11392

CVSS 3 Score Details (8.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://nvd.nist.gov/vuln/detail/CVE-2024-11392

Release Date: 2024-11-18

Fix Resolution: transformers - 4.22.1,4.16.1,4.26.0,4.30.0,4.33.0,4.19.4

Step up your Open Source Security Game with Mend here

CVE-2023-6730

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.26.1-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Found in base branch: main

Vulnerability Details

Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.

Publish Date: 2023-12-19

URL: CVE-2023-6730

CVSS 3 Score Details (8.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: Low
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://huntr.com/bounties/423611ee-7a2a-442a-babb-3ed2f8385c16/

Release Date: 2023-12-19

Fix Resolution: 4.36.0

Step up your Open Source Security Game with Mend here

CVE-2023-7018

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.26.1-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Found in base branch: main

Vulnerability Details

Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.

Publish Date: 2023-12-20

URL: CVE-2023-7018

CVSS 3 Score Details (7.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Local
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.cve.org/CVERecord?id=CVE-2023-7018

Release Date: 2023-12-20

Fix Resolution: 4.36.0

Step up your Open Source Security Game with Mend here

CVE-2023-2800

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.26.1-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Found in base branch: main

Vulnerability Details

Insecure Temporary File in GitHub repository huggingface/transformers prior to 4.30.0.

Publish Date: 2023-05-18

URL: CVE-2023-2800

CVSS 3 Score Details (4.7)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Local
  • Attack Complexity: High
  • Privileges Required: Low
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://huntr.dev/bounties/a3867b4e-6701-4418-8c20-3c6e7084a44a/

Release Date: 2023-05-18

Fix Resolution: 4.30.1

Step up your Open Source Security Game with Mend here

CVE-2024-3568

Vulnerable Library - transformers-4.26.1-py3-none-any.whl

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow

Library home page: https://files.pythonhosted.org/packages/1e/e2/60c3f4691b16d126ee9cfe28f598b13c424b60350ab339aba81aef054b8f/transformers-4.26.1-py3-none-any.whl

Path to dependency file: /requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.26.1-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: c10d867070bd480fefc55e8b61666f58cb3fcfdc

Found in base branch: main

Vulnerability Details

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.

Publish Date: 2024-04-10

URL: CVE-2024-3568

CVSS 3 Score Details (3.4)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: High
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Changed
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: Low

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.cve.org/CVERecord?id=CVE-2024-3568

Release Date: 2024-04-10

Fix Resolution: 4.38.0

Step up your Open Source Security Game with Mend here

[secure-code-warrior-for-github]

Micro-Learning Topic: Vulnerable library (Detected by phrase)

Matched on "Vulnerable Library"

What is this? (2min video)

Use of vulnerable components will introduce weaknesses into the application. Components with published vulnerabilities will allow easy exploitation as resources will often be available to automate the process.

Try a challenge in Secure Code Warrior

[secure-code-warrior-for-github]

Micro-Learning Topic: Deserialization of untrusted data (Detected by phrase)

Matched on "Deserialization of Untrusted Data"

What is this? (2min video)

It is often convenient to serialize objects for communication or to save them for later use. However, serialized data or code can be modified. This malformed data or unexpected data could be used to abuse application logic, deny service, or execute arbitrary code when deserialized. This is usually done with "gadget chains

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Helpful references

• OWASP Deserialization Cheat Sheet - This cheatsheet is focused on providing clear, simple, actionable guidance for preventing deserialization flaws in your applications.
• OWASP Deserialization of untrusted data - OWASP community page with comprehensive information about deserialization vulnerabilities, and links to various OWASP resources to help detect or prevent it.
• OWASP Top Ten 2017 A8: Insecure Deserialization - OWASP Top Ten articles provide basic techniques to protect against these high risk problem areas, and guidance on where to go next.