Vulnerability-Lookup

CNVD-2026-12367

Vulnerability from cnvd - Published: 2026-03-03

Title

NVIDIA Merlin Transformers4Rec代码注入漏洞

Description

NVIDIA Merlin Transformers4Rec是美国英伟达(NVIDIA)公司的一个用于构建序列化和会话式推荐系统的软件。 NVIDIA Merlin Transformers4Rec存在代码注入漏洞，该漏洞源于不正确过滤输入参数，远程攻击者可利用该漏洞执行任意代码，提升权限等。

Severity

中

Patch Name

NVIDIA Merlin Transformers4Rec代码注入漏洞的补丁

Patch Description

NVIDIA Merlin Transformers4Rec是美国英伟达(NVIDIA)公司的一个用于构建序列化和会话式推荐系统的软件。 NVIDIA Merlin Transformers4Rec存在代码注入漏洞，该漏洞源于不正确过滤输入参数，远程攻击者可利用该漏洞执行任意代码，提升权限等。目前，供应商发布了安全公告及相关补丁信息，修复了此漏洞。

Formal description

目前厂商已经发布了升级补丁以修复这个安全问题，请到厂商的主页下载: https://nvidia.custhelp.com/app/answers/detail/a_id/5761

Reference

https://nvidia.custhelp.com/app/answers/detail/a_id/5761

Impacted products

Name
NVIDIA Merlin Transformers4Rec

Show details on source website

JSON

To clipboard

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    "cve": {
      "cveNumber": "CVE-2025-33233",
      "cveUrl": "https://nvd.nist.gov/vuln/detail/CVE-2025-33233"
    }
  },
  "description": "NVIDIA Merlin Transformers4Rec\u662f\u7f8e\u56fd\u82f1\u4f1f\u8fbe(NVIDIA)\u516c\u53f8\u7684\u4e00\u4e2a\u7528\u4e8e\u6784\u5efa\u5e8f\u5217\u5316\u548c\u4f1a\u8bdd\u5f0f\u63a8\u8350\u7cfb\u7edf\u7684\u8f6f\u4ef6\u3002\n\nNVIDIA Merlin Transformers4Rec\u5b58\u5728\u4ee3\u7801\u6ce8\u5165\u6f0f\u6d1e\uff0c\u8be5\u6f0f\u6d1e\u6e90\u4e8e\u4e0d\u6b63\u786e\u8fc7\u6ee4\u8f93\u5165\u53c2\u6570\uff0c\u8fdc\u7a0b\u653b\u51fb\u8005\u53ef\u5229\u7528\u8be5\u6f0f\u6d1e\u6267\u884c\u4efb\u610f\u4ee3\u7801\uff0c\u63d0\u5347\u6743\u9650\u7b49\u3002",
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  "isEvent": "\u901a\u7528\u8f6f\u786c\u4ef6\u6f0f\u6d1e",
  "number": "CNVD-2026-12367",
  "openTime": "2026-03-03",
  "patchDescription": "NVIDIA Merlin Transformers4Rec\u662f\u7f8e\u56fd\u82f1\u4f1f\u8fbe(NVIDIA)\u516c\u53f8\u7684\u4e00\u4e2a\u7528\u4e8e\u6784\u5efa\u5e8f\u5217\u5316\u548c\u4f1a\u8bdd\u5f0f\u63a8\u8350\u7cfb\u7edf\u7684\u8f6f\u4ef6\u3002\r\n\r\nNVIDIA Merlin Transformers4Rec\u5b58\u5728\u4ee3\u7801\u6ce8\u5165\u6f0f\u6d1e\uff0c\u8be5\u6f0f\u6d1e\u6e90\u4e8e\u4e0d\u6b63\u786e\u8fc7\u6ee4\u8f93\u5165\u53c2\u6570\uff0c\u8fdc\u7a0b\u653b\u51fb\u8005\u53ef\u5229\u7528\u8be5\u6f0f\u6d1e\u6267\u884c\u4efb\u610f\u4ee3\u7801\uff0c\u63d0\u5347\u6743\u9650\u7b49\u3002\u76ee\u524d\uff0c\u4f9b\u5e94\u5546\u53d1\u5e03\u4e86\u5b89\u5168\u516c\u544a\u53ca\u76f8\u5173\u8865\u4e01\u4fe1\u606f\uff0c\u4fee\u590d\u4e86\u6b64\u6f0f\u6d1e\u3002",
  "patchName": "NVIDIA Merlin Transformers4Rec\u4ee3\u7801\u6ce8\u5165\u6f0f\u6d1e\u7684\u8865\u4e01",
  "products": {
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  "referenceLink": "https://nvidia.custhelp.com/app/answers/detail/a_id/5761",
  "serverity": "\u4e2d",
  "submitTime": "2026-01-26",
  "title": "NVIDIA Merlin Transformers4Rec\u4ee3\u7801\u6ce8\u5165\u6f0f\u6d1e"
}

CVE-2025-33233 (GCVE-0-2025-33233)

Vulnerability from cvelistv5 – Published: 2026-01-20 17:43 – Updated: 2026-01-20 18:47

Summary

NVIDIA Merlin Transformers4Rec for all platforms contains a vulnerability where an attacker could cause code injection. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, information disclosure, and data tampering.

Severity

7.8 (High)


                        
                          CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

SSVC

Exploitation: none Automatable: no Technical Impact: total

CISA Coordinator · CISA-ADP (v2.0.3)

Decision recorded 2026-01-20 18:47 UTC

CWE

CWE-94 - Improper Control of Generation of Code ('Code Injection')

Assigner

nvidia mitre root

References

3 references

URL	Tags
https://nvd.nist.gov/vuln/detail/CVE-2025-33233
https://www.cve.org/CVERecord?id=CVE-2025-33233
https://nvidia.custhelp.com/app/answers/detail/a_…

Impacted products

1 product

Vendor	Product	Version
NVIDIA	Merlin Transformers4Rec	Affected: All code branches that do not include commit 27ddd49

Show details on NVD website

JSON

To clipboard

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Sightings

Author	Source	Type	Date	Other

Nomenclature

Seen: The vulnerability was mentioned, discussed, or observed by the user.
Confirmed: The vulnerability has been validated from an analyst's perspective.
Published Proof of Concept: A public proof of concept is available for this vulnerability.
Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
Not confirmed: The user expressed doubt about the validity of the vulnerability.
Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.

Detection rules are retrieved from Rulezet.

The MITRE ATT&CK techniques below are AI-generated suggestions, inferred from the description of the vulnerability by the CIRCL/vulnerability-attack-technique-classification-roberta-base model, served locally by ML-Gateway. They have not been verified by an analyst and are provided for guidance only.
The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.
Browse all ATT&CK techniques and the vulnerabilities related to each.

Related by attack behaviour

Vulnerabilities whose description is nearest to this one in the vector space of the CIRCL/vulnerability-attack-technique-biencoder model. This is a similarity search over the bi-encoder space (plain cosine), not a classification, and it has no measured accuracy.