Vulnerability-Lookup

CNVD-2024-45323

Vulnerability from cnvd - Published: 2024-11-26

Title

Microsoft LightGBM远程代码执行漏洞

Description

Microsoft LightGBM是美国微软（Microsoft）公司的一个使用基于树的学习算法的梯度提升框架。 Microsoft LightGBM存在远程代码执行漏洞。攻击者可利用该漏洞在系统上执行任意代码。

Severity

高

Patch Name

Microsoft LightGBM远程代码执行漏洞的补丁

Patch Description

Microsoft LightGBM是美国微软（Microsoft）公司的一个使用基于树的学习算法的梯度提升框架。 Microsoft LightGBM存在远程代码执行漏洞。攻击者可利用该漏洞在系统上执行任意代码。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

厂商已发布了漏洞修复程序，请及时关注更新： https://msrc.microsoft.com/update-guide/vulnerability/CVE-2024-43598

Reference

https://msrc.microsoft.com/update-guide/vulnerability/CVE-2024-43598

Impacted products

Name
Microsoft Microsoft LightGBM

Show details on source website

JSON

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  "cves": {
    "cve": {
      "cveNumber": "CVE-2024-43598",
      "cveUrl": "https://nvd.nist.gov/vuln/detail/CVE-2024-43598"
    }
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  "formalWay": "\u5382\u5546\u5df2\u53d1\u5e03\u4e86\u6f0f\u6d1e\u4fee\u590d\u7a0b\u5e8f\uff0c\u8bf7\u53ca\u65f6\u5173\u6ce8\u66f4\u65b0\uff1a\r\nhttps://msrc.microsoft.com/update-guide/vulnerability/CVE-2024-43598",
  "isEvent": "\u901a\u7528\u8f6f\u786c\u4ef6\u6f0f\u6d1e",
  "number": "CNVD-2024-45323",
  "openTime": "2024-11-26",
  "patchDescription": "Microsoft LightGBM\u662f\u7f8e\u56fd\u5fae\u8f6f\uff08Microsoft\uff09\u516c\u53f8\u7684\u4e00\u4e2a\u4f7f\u7528\u57fa\u4e8e\u6811\u7684\u5b66\u4e60\u7b97\u6cd5\u7684\u68af\u5ea6\u63d0\u5347\u6846\u67b6\u3002\r\n\r\nMicrosoft LightGBM\u5b58\u5728\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\u6f0f\u6d1e\u3002\u653b\u51fb\u8005\u53ef\u5229\u7528\u8be5\u6f0f\u6d1e\u5728\u7cfb\u7edf\u4e0a\u6267\u884c\u4efb\u610f\u4ee3\u7801\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": "Microsoft LightGBM\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\u6f0f\u6d1e\u7684\u8865\u4e01",
  "products": {
    "product": "Microsoft Microsoft LightGBM"
  },
  "referenceLink": "https://msrc.microsoft.com/update-guide/vulnerability/CVE-2024-43598",
  "serverity": "\u9ad8",
  "submitTime": "2024-11-15",
  "title": "Microsoft LightGBM\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\u6f0f\u6d1e"
}

CVE-2024-43598 (GCVE-0-2024-43598)

Vulnerability from cvelistv5 – Published: 2024-11-12 17:53 – Updated: 2025-07-08 15:41

Title

LightGBM Remote Code Execution Vulnerability

Summary

LightGBM Remote Code Execution Vulnerability

Severity

8.1 (High)


                        
                          CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H/E:U/RL:O/RC:C

SSVC

Exploitation: none Automatable: no Technical Impact: total

CISA Coordinator · CISA-ADP (v2.0.3)

Decision recorded 2024-11-14 00:00 UTC

CWE

CWE-122 - Heap-based Buffer Overflow

Assigner

microsoft mitre root

References

1 reference

URL	Tags
https://msrc.microsoft.com/update-guide/vulnerabi…	vendor-advisory

Impacted products

1 product

Vendor	Product	Version
Microsoft	LightGBM	Affected: 1.0.0 , < 4.6.0 (custom) cpe:2.3:a:microsoft:lightgbm::::::::

Date Public

2024-11-12 08:00

Show details on NVD website

JSON

To clipboard

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                "id": "CVE-2024-43598",
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                  },
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                "timestamp": "2024-11-14T00:00:00+00:00",
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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.