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CVE-2026-24162

Quick assessment

Affected
NVIDIA Merlin Transformers4Rec
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 Transformers4Rec是美国英伟达（NVIDIA）公司的一个推荐系统深度学习框架。 NVIDIA Transformers4Rec for Linux存在代码问题漏洞，该漏洞源于可能导致不可信数据反序列化不当，可能导致代码执行、数据篡改和信息泄露。

CVSS 7.8 · High EPSS 0.42% · P34

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application

Affected Version Matrix 1

VendorProduct Version RangeStatus
NVIDIA Merlin Transformers4Rec All commits on Main prior to March 11, 2026 affected
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I. Basic Information for CVE-2026-24162

Vulnerability Information
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Vulnerability Title
N/A
Source: CVE Program / CVE List V5
Vulnerability Description
NVIDIA Transformers4Rec for Linux contains a vulnerability where an attacker could cause improper deserialization of untrusted data. A successful exploit of this vulnerability might lead to code execution, data tampering, and information disclosure.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/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 Transformers4Rec 代码问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
NVIDIA Transformers4Rec是美国英伟达（NVIDIA）公司的一个推荐系统深度学习框架。 NVIDIA Transformers4Rec for Linux存在代码问题漏洞，该漏洞源于可能导致不可信数据反序列化不当，可能导致代码执行、数据篡改和信息泄露。
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 Merlin Transformers4Rec All commits on Main prior to March 11, 2026 -

II. Public POCs for CVE-2026-24162

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III. Intelligence Information for CVE-2026-24162

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Vendor Advisories for CVE-2026-24162 (2)

Same Patch Batch · NVIDIA · 2026-05-26 · 17 CVEs total

CVE-2026-24187 8.8 HIGH NVIDIA Display Driver for Linux 资源管理错误漏洞
CVE-2026-24192 7.8 HIGH NVIDIA Display Driver 安全漏洞
CVE-2026-24193 7.8 HIGH NVIDIA Display Driver 缓冲区错误漏洞
CVE-2026-24190 7.8 HIGH NVIDIA Display Driver 安全漏洞
CVE-2026-24191 7.8 HIGH NVIDIA Display Driver 安全漏洞
CVE-2026-24194 7.8 HIGH NVIDIA Display Driver for Linux 安全漏洞
CVE-2026-24212 7.5 HIGH NVIDIA Isaac Launchable 安全漏洞
CVE-2026-24195 7.1 HIGH NVIDIA Display Driver 输入验证错误漏洞
CVE-2026-24196 7.1 HIGH NVIDIA Display Driver for Linux 缓冲区错误漏洞
CVE-2026-24200 7.0 HIGH NVIDIA vGPU Software 资源管理错误漏洞
CVE-2026-24182 6.5 MEDIUM NVIDIA Display Driver 安全漏洞
CVE-2026-24197 6.5 MEDIUM NVIDIA Display Driver for Linux 安全漏洞
CVE-2026-24201 5.8 MEDIUM NVIDIA vGPU Software 缓冲区错误漏洞
CVE-2026-24198 5.6 MEDIUM NVIDIA GPU Display Driver 信息泄露漏洞
CVE-2026-24199 4.7 MEDIUM NVIDIA Display Driver 竞争条件问题漏洞
CVE-2025-33221 4.4 MEDIUM NVIDIA Display Driver 输入验证错误漏洞

IV. Related Vulnerabilities

Same product: Merlin Transformers4Rec
Same vendor: NVIDIA
Same weakness: CWE-502

V. Comments for CVE-2026-24162

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