transformers-4.8.2-py3-none-any.whl: 4 vulnerabilities (highest severity is: 8.8)

[mend-for-github-com]

Vulnerable Library - transformers-4.8.2-py3-none-any.whl

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

Library home page: https://files.pythonhosted.org/packages/fd/1a/41c644c963249fd7f3836d926afa1e3f1cc234a1c40d80c5f03ad8f6f1b2/transformers-4.8.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis

Path to vulnerable library: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis,/.ws-temp-THFHIH-requirements.txt

Found in HEAD commit: d952432cb8d2cb53d7a0c189dc2d16fc535cdc75

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (transformers version)	Remediation Possible**
CVE-2023-6730	High	8.8	transformers-4.8.2-py3-none-any.whl	Direct	4.36.0	✅
CVE-2023-7018	High	7.8	transformers-4.8.2-py3-none-any.whl	Direct	4.36.0	✅
CVE-2023-2800	Medium	4.7	transformers-4.8.2-py3-none-any.whl	Direct	4.30.1	✅
CVE-2024-3568	Low	3.4	transformers-4.8.2-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-2023-6730

Vulnerable Library - transformers-4.8.2-py3-none-any.whl

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

Library home page: https://files.pythonhosted.org/packages/fd/1a/41c644c963249fd7f3836d926afa1e3f1cc234a1c40d80c5f03ad8f6f1b2/transformers-4.8.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis

Path to vulnerable library: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis,/.ws-temp-THFHIH-requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.8.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: d952432cb8d2cb53d7a0c189dc2d16fc535cdc75

Found in base branch: master

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

⛑️ Automatic Remediation will be attempted for this issue.

CVE-2023-7018

Vulnerable Library - transformers-4.8.2-py3-none-any.whl

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

Library home page: https://files.pythonhosted.org/packages/fd/1a/41c644c963249fd7f3836d926afa1e3f1cc234a1c40d80c5f03ad8f6f1b2/transformers-4.8.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis

Path to vulnerable library: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis,/.ws-temp-THFHIH-requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.8.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: d952432cb8d2cb53d7a0c189dc2d16fc535cdc75

Found in base branch: master

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

⛑️ Automatic Remediation will be attempted for this issue.

CVE-2023-2800

Vulnerable Library - transformers-4.8.2-py3-none-any.whl

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

Library home page: https://files.pythonhosted.org/packages/fd/1a/41c644c963249fd7f3836d926afa1e3f1cc234a1c40d80c5f03ad8f6f1b2/transformers-4.8.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis

Path to vulnerable library: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis,/.ws-temp-THFHIH-requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.8.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: d952432cb8d2cb53d7a0c189dc2d16fc535cdc75

Found in base branch: master

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

⛑️ Automatic Remediation will be attempted for this issue.

CVE-2024-3568

Vulnerable Library - transformers-4.8.2-py3-none-any.whl

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

Library home page: https://files.pythonhosted.org/packages/fd/1a/41c644c963249fd7f3836d926afa1e3f1cc234a1c40d80c5f03ad8f6f1b2/transformers-4.8.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis

Path to vulnerable library: /tmp/ws-scm/Aspect-Based-Sentiment-Analysis,/.ws-temp-THFHIH-requirements.txt

Dependency Hierarchy:

• ❌ transformers-4.8.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: d952432cb8d2cb53d7a0c189dc2d16fc535cdc75

Found in base branch: master

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

⛑️ Automatic Remediation will be attempted for this issue.

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⛑️Automatic Remediation will be attempted for this issue.