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VulnerabilityPublished Updated

CVE-2024-43598: Microsoft LightGBM · Heap-based Buffer Overflow

Affects Microsoft LightGBMSource CVE Database V5

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Not known to be exploited · CVSS 8.1 High : upgrade to 4.6.0 soon.

Data as of 3 Nov 2026, 22:57 UTC

CVSS 3.1 base score
8.1High
How severe the flaw is on the 0–10 CVSS scale.

Thin evidence

One scorer or none
CVSS scores by source
CNA (microsoft)CVSS 3.18.1
EPSS
1.4% chance of exploitation in 30 days – higher than 72% of CVEsExploit Prediction Scoring System: the likelihood attackers will use this flaw soon.
CISA SSVC
Exploitation
No evidence of active exploitation and no public proof of concept
Automatable
Attackers cannot reliably automate steps 1–4 of the kill chain
Technical impact
Total control over the software or total information disclosure

CISA SSVC assessment, 2024-11-15.

Patch
Available – fixed in 4.6.0
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

Exploitation evidence

  1. Disclosed: evidence found.

    CVE published 12 Nov 2024

  2. Detectable: no evidence on record.

    No public nuclei template indexed

  3. Weaponized: no evidence on record.

    No public exploit code indexed in Metasploit or Exploit-DB

  4. Exploited in the wild: no evidence on record.

    Not in CISA KEV and no source reports exploitation

  5. Observed by OffSeq Mirage: no evidence on record.

    No attack traffic recorded by OffSeq Mirage sensors

A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 3 Nov 2026.

What to do

Upgrade Microsoft LightGBM to 4.6.0.

Affected software

ProductAffectedFixed in
MicrosoftLightGBMAffected
  • >=1.0.0 <4.6.0
Fixed in
  • 4.6.0

AI-suggested

An official fix is available in Microsoft LightGBM version 4.6.0. Users should upgrade to version 4.6.0 or later to remediate this vulnerability. No additional mitigations are specified by the vendor advisory.

Description

CVE-2024-43598 is a heap-based buffer overflow vulnerability in Microsoft LightGBM that allows remote code execution. It affects LightGBM versions from 1.0.0 up to but not including 4.6.0. The vulnerability has a high severity with a CVSS score of 8.1. An official fix is available in version 4.6.0.

References

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