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PatchSiren cyber security CVE debrief

CVE-2026-113738 R6410418 CVE debrief

A path traversal vulnerability was found in R6410418 Jackrong-llm-finetuning-guide up to ef2b17f2798cd18cd85375080c35a58397ad0d09, affecting the function extract_mtp_heads of the file qwen-mtp-gguf/scripts/qwen_mtp_gguf_pipeline.py. The manipulation of the argument shard_name leads to path traversal. It is possible to initiate the attack remotely. The exploit has been disclosed to the public and may be used.

Vendor
R6410418
Product
Jackrong-llm-finetuning-guide
CVSS
MEDIUM 5.3
CISA KEV
Not listed in stored evidence
Original CVE published
2026-10-21
Original CVE updated
2026-10-28
Advisory published
2026-10-21
Advisory updated
2026-10-28

Who should care

Defenders of systems using R6410418 Jackrong-llm-finetuning-guide should assess exposure and prioritize verification of the affected system inventory. This includes operators, platform administrators, vulnerability management teams, and security teams who need to evaluate the impact on their environments and implement necessary mitigations.

Why it matters

Defenders should prioritize verifying the affected system inventory, assessing exposure, and monitoring for potential exploitation attempts due to the disclosed path traversal vulnerability in R6410418 Jackrong-llm-finetuning-guide.

  • Verify affected system inventory and assess exposure
  • Monitor for potential exploitation attempts
  • Implement compensating controls to prevent exploitation

Technical summary

The vulnerability affects the function extract_mtp_heads of the file qwen-mtp-gguf/scripts/qwen_mtp_gguf_pipeline.py of the R6410418 Jackrong-llm-finetuning-guide component. The manipulation of the argument shard_name leads to path traversal. This vulnerability was found in the qwen-mtp-gguf/scripts/qwen_mtp_gguf_pipeline.py file of the R6410418 Jackrong-llm-finetuning-guide component. The exploit has been disclosed to the public and may be used. The vulnerability allows remote attackers to traverse the file system, potentially leading to unauthorized access or data breaches.

Defensive priority

Defenders should prioritize verifying the affected system inventory, assessing exposure, and monitoring for potential exploitation attempts.

Recommended defensive actions

  • Verify the affected system inventory and assess exposure
  • Monitor for potential exploitation attempts
  • Implement compensating controls to prevent exploitation
  • Review relevant monitoring, detection, and logs for exposed assets
  • Track exceptions and retest remediated assets
  • Plan vendor-supported updates or mitigations through normal change control
  • Confirm whether affected product deployments exist in managed environments

Evidence notes

The vulnerability was found in the qwen-mtp-gguf/scripts/qwen_mtp_gguf_pipeline.py file of the R6410418 Jackrong-llm-finetuning-guide component. The exploit has been disclosed to the public and may be used.

Sources and references

Verified primary and authoritative sources

  • CVE-2026-113738 CVE Program record

    Publisher, destination, and source semantics verified

    URL: https://www.cve.org/CVERecord?id=CVE-2026-113738

    CVE Program - Official CVE Program record with source-provided CVE metadata.

  • CVE-2026-113738 NVD vulnerability detail

    Publisher, destination, and source semantics verified

    URL: https://nvd.nist.gov/vuln/detail/CVE-2026-113738

    NIST National Vulnerability Database - Official NIST NVD detail page and source-specific vulnerability assessment.

Supplemental references

  • R6410418 Jackrong-llm-finetuning-guide MTP weight_map qwen_mtp_gguf_pipeline.py extract_mtp_head

    Unverified legacy reference

    URL: https://raw.githubusercontent.com/CVEProject/cvelistV5/main/cves/2026/113xxx/CVE-2026-113738.json

    cve_program_cvelist_v5

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/vuln/422910

    Supplemental source - vdb-entry, technical-description

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/vuln/422910/cti

    Supplemental source - signature, permissions-required

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/cve/CVE-2026-113738

    Supplemental source - third-party-advisory

  • Source reference

    Unverified legacy reference

    URL: https://vuldb.com/submit/1016281

    Supplemental source - third-party-advisory

  • Source reference

    Unverified legacy reference

    URL: https://github.com/R6410418/Jackrong-llm-finetuning-guide/issues/16

    Supplemental source - issue-tracking

  • Source reference

    Unverified legacy reference

    URL: https://github.com/user-attachments/files/33115067/poc.zip

    Supplemental source - exploit

  • Source reference

    Unverified legacy reference

    URL: https://github.com/R6410418/Jackrong-llm-finetuning-guide/

    Supplemental source - product

Methodology and review provenance

AI-assisted synthesis based on stored public vulnerability evidence. System validation, approval state, and publication status do not by themselves establish human review of this revision. PatchSiren helps prioritize defensive review and does not prove exposure or remediation on any system.