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CVE-2024-0140

Quick assessment

Affected
NVIDIA RAPIDS cuDF and cuML
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

NVIDIA RAPIDS是美国英伟达（NVIDIA）公司的一套开源软件库和 API，用于完全在 GPU 上执行数据科学管道。 NVIDIA RAPIDS存在代码问题漏洞，该漏洞源于包含cuDF和cuML中的漏洞，用户可能导致不受信任的数据反序列化问题。

CVSS 6.8 · Medium EPSS 0.19% · P8

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application
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I. Basic Information for CVE-2024-0140

Vulnerability Information
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Vulnerability Title
N/A
Source: CVE Program / CVE List V5
Vulnerability Description
NVIDIA RAPIDS contains a vulnerability in cuDF and cuML, where a user could cause a deserialization of untrusted data issue. A successful exploit of this vulnerability might lead to code execution, data tampering, denial of service, and information disclosure.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:L/AC:L/PR:L/UI:R/S:U/C:L/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Vulnerability Title
NVIDIA RAPIDS 代码问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
NVIDIA RAPIDS是美国英伟达（NVIDIA）公司的一套开源软件库和 API，用于完全在 GPU 上执行数据科学管道。 NVIDIA RAPIDS存在代码问题漏洞，该漏洞源于包含cuDF和cuML中的漏洞，用户可能导致不受信任的数据反序列化问题。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
NVIDIA RAPIDS cuDF and cuML All versions prior to 24.12.00 -

II. Public POCs for CVE-2024-0140

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III. Intelligence Information for CVE-2024-0140

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Same Patch Batch · NVIDIA · 2025-01-28 · 10 CVEs total

CVE-2024-0146 7.8 HIGH NVIDIA vGPU Software 安全漏洞
CVE-2024-0136 7.6 HIGH NVIDIA Container Toolkit 安全漏洞
CVE-2024-0135 7.6 HIGH NVIDIA Container Toolkit 安全漏洞
CVE-2024-0150 7.1 HIGH NVIDIA GPU Display Driver 缓冲区错误漏洞
CVE-2024-53881 5.5 MEDIUM NVIDIA vGPU software 安全漏洞
CVE-2024-53869 5.5 MEDIUM NVIDIA Unified Memory driver 安全漏洞
CVE-2024-0147 5.5 MEDIUM NVIDIA GPU 资源管理错误漏洞
CVE-2024-0137 5.5 MEDIUM NVIDIA Container Toolkit 安全漏洞
CVE-2024-0149 3.3 LOW NVIDIA GPU Display Driver 缓冲区错误漏洞

IV. Related Vulnerabilities

Same vendor: NVIDIA
Same weakness: CWE-502

V. Comments for CVE-2024-0140

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