CVE-2026-58116

HIGHNVD 8.89.8▲
EchelonGraph scoreHIGH confidence

Score 9.8 from GitHub Security Advisory (severity: CRITICAL) published 2026-06-30. NVD baseline CVSS 8.8; sources differ by 1.0.

Triggered by: GitHub Security Advisory CVSS
Sources: epss, ghsa, nvd
Trending — 3 sources updated this weekElevated
8.8
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS: 0%CVSS: 8.8Exploit: NoneExposed: 0

No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.

LLaMA-Factory through 0.9.5 contains a remote code execution vulnerability that allows attackers with WebUI access to execute arbitrary Python code by supplying a malicious model path in the Chat or Training interfaces. The application passes user-supplied model path input unvalidated into AutoTokenizer.from_pretrained() and AutoModel.from_pretrained() with a hardcoded trust_remote_code=True parameter, causing the Hugging Face transformers library to fetch and execute arbitrary code from a remote or local model repository with the privileges of the server process.

CVSS v3
8.8
EG Score
9.8(high)
EG Risk
75(Attend)
EG Risk 75/100SSVC: Attend

EG Risk is EchelonGraph's 0–100 priority score: it fuses intrinsic severity with real-world exploitation and automatability so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner. Distinct from the 0–10 EG Score (severity).

How it’s computed
Severity98% × 45%
Exploitation40% × 40%
Automatability100% × 15%
Action: Remediate soon — notable exploitation risk.
EPSS
39.6%
KEV
Not listed

Published

June 30, 2026

Last Modified

July 14, 2026

Advisory Details (2)

Auto-updated Jun 30, 2026
🔬 Proof of concept available. No patch confirmed yet.
generic

LLaMA-Factory 0.9.5 Remote Code Execution via WebUI Model Path | Advisories | VulnCheck

https://www.vulncheck.com/advisories/llama-factory-remote-code-execution-via-webui-model-path
generic🟡 PoC Available

Remote Code Execution (RCE) via Model Path Injection in LLaMA-Factory WebUI <= 0.9.4 · GitHub

https://gist.github.com/henrrrychau/08d76ec672f42136bbc1449c4f2973f8

Vendor Advisories for CVE-2026-58116(1)

These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.

Weakness Classification(2)

MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.

Data Freshness Timeline

(refreshed 15× in last 7d / 149× in last 30d)

Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. Most recent first.

Showing the most recent 100 of 149 total refreshes for this CVE.

  1. 2026-07-23 03:20 UTCEG score recompute
  2. 2026-07-22 14:08 UTCEPSS rescore
  3. 2026-07-22 14:08 UTCEPSS rescore
  4. 2026-07-21 15:25 UTCEPSS rescore
  5. 2026-07-21 15:25 UTCEPSS rescore
  6. 2026-07-20 17:08 UTCEPSS rescore
  7. 2026-07-19 14:31 UTCEPSS rescore
  8. 2026-07-19 14:31 UTCEPSS rescore
  9. 2026-07-19 02:29 UTCEPSS rescore
  10. 2026-07-18 10:04 UTCEPSS rescore
  11. 2026-07-17 03:08 UTCGHSA enrichment
  12. 2026-07-16 23:29 UTCGHSA enrichment
  13. 2026-07-16 19:51 UTCGHSA enrichment
  14. 2026-07-16 17:03 UTCEPSS rescore
  15. 2026-07-16 16:10 UTCGHSA enrichment
  16. 2026-07-16 12:28 UTCGHSA enrichment
  17. 2026-07-16 08:45 UTCGHSA enrichment
  18. 2026-07-16 05:06 UTCGHSA enrichment
  19. 2026-07-16 01:27 UTCGHSA enrichment
  20. 2026-07-15 21:48 UTCGHSA enrichment
  21. 2026-07-15 18:05 UTCGHSA enrichment
  22. 2026-07-15 16:57 UTCEPSS rescore
  23. 2026-07-15 16:57 UTCEPSS rescore
  24. 2026-07-15 14:23 UTCGHSA enrichment
  25. 2026-07-15 10:42 UTCGHSA enrichment
Show 75 more
  1. 2026-07-15 06:52 UTCGHSA enrichment
  2. 2026-07-15 03:13 UTCGHSA enrichment
  3. 2026-07-15 02:00 UTCEPSS rescore
  4. 2026-07-15 02:00 UTCEPSS rescore
  5. 2026-07-14 23:34 UTCGHSA enrichment
  6. 2026-07-14 23:23 UTCNVD updateCVSS v3 → 8.8 · severity → HIGH
  7. 2026-07-14 21:35 UTCMITRE cvelistV5CVSS v3 → 9.8 · severity → CRITICAL
  8. 2026-07-14 19:54 UTCGHSA enrichment
  9. 2026-07-14 16:15 UTCGHSA enrichment
  10. 2026-07-14 12:36 UTCGHSA enrichment
  11. 2026-07-14 08:57 UTCGHSA enrichment
  12. 2026-07-14 05:18 UTCGHSA enrichment
  13. 2026-07-14 01:39 UTCGHSA enrichment
  14. 2026-07-13 22:31 UTCEPSS rescore
  15. 2026-07-13 22:00 UTCGHSA enrichment
  16. 2026-07-13 18:21 UTCGHSA enrichment
  17. 2026-07-13 14:41 UTCGHSA enrichment
  18. 2026-07-13 11:01 UTCGHSA enrichment
  19. 2026-07-13 07:22 UTCGHSA enrichment
  20. 2026-07-13 06:13 UTCEPSS rescore
  21. 2026-07-13 06:13 UTCEPSS rescore
  22. 2026-07-13 03:42 UTCGHSA enrichment
  23. 2026-07-13 00:03 UTCGHSA enrichment
  24. 2026-07-12 20:24 UTCGHSA enrichment
  25. 2026-07-12 16:45 UTCGHSA enrichment
  26. 2026-07-12 13:05 UTCGHSA enrichment
  27. 2026-07-12 09:26 UTCGHSA enrichment
  28. 2026-07-12 05:47 UTCGHSA enrichment
  29. 2026-07-12 05:46 UTCEPSS rescore
  30. 2026-07-12 02:08 UTCGHSA enrichment
  31. 2026-07-11 22:29 UTCGHSA enrichment
  32. 2026-07-11 18:50 UTCGHSA enrichment
  33. 2026-07-11 15:11 UTCGHSA enrichment
  34. 2026-07-11 11:32 UTCGHSA enrichment
  35. 2026-07-11 08:27 UTCEPSS rescore
  36. 2026-07-11 08:27 UTCEPSS rescore
  37. 2026-07-11 07:54 UTCGHSA enrichment
  38. 2026-07-11 04:15 UTCGHSA enrichment
  39. 2026-07-11 00:36 UTCGHSA enrichment
  40. 2026-07-10 20:57 UTCGHSA enrichment
  41. 2026-07-10 17:19 UTCGHSA enrichment
  42. 2026-07-10 13:40 UTCGHSA enrichment
  43. 2026-07-10 09:59 UTCGHSA enrichment
  44. 2026-07-10 06:20 UTCGHSA enrichment
  45. 2026-07-10 02:41 UTCGHSA enrichment
  46. 2026-07-09 22:54 UTCGHSA enrichment
  47. 2026-07-09 19:16 UTCGHSA enrichment
  48. 2026-07-09 19:10 UTCEPSS rescore
  49. 2026-07-09 19:10 UTCEPSS rescore
  50. 2026-07-09 15:33 UTCGHSA enrichment
  51. 2026-07-09 11:54 UTCGHSA enrichment
  52. 2026-07-09 08:15 UTCGHSA enrichment
  53. 2026-07-09 04:35 UTCGHSA enrichment
  54. 2026-07-09 00:57 UTCGHSA enrichment
  55. 2026-07-08 21:18 UTCGHSA enrichment
  56. 2026-07-08 17:31 UTCGHSA enrichment
  57. 2026-07-08 15:16 UTCEPSS rescore
  58. 2026-07-08 15:16 UTCEPSS rescore
  59. 2026-07-08 13:52 UTCGHSA enrichment
  60. 2026-07-08 10:07 UTCGHSA enrichment
  61. 2026-07-08 06:27 UTCGHSA enrichment
  62. 2026-07-08 02:48 UTCGHSA enrichment
  63. 2026-07-07 23:08 UTCGHSA enrichment
  64. 2026-07-07 19:30 UTCGHSA enrichment
  65. 2026-07-07 15:39 UTCGHSA enrichment
  66. 2026-07-07 13:46 UTCEPSS rescore
  67. 2026-07-07 13:46 UTCEPSS rescore
  68. 2026-07-07 11:16 UTCGHSA enrichment
  69. 2026-07-07 07:37 UTCGHSA enrichment
  70. 2026-07-07 03:56 UTCGHSA enrichment
  71. 2026-07-07 00:16 UTCGHSA enrichment
  72. 2026-07-06 20:37 UTCGHSA enrichment
  73. 2026-07-06 16:56 UTCGHSA enrichment
  74. 2026-07-06 16:27 UTCEPSS rescore
  75. 2026-07-06 16:27 UTCEPSS rescore

Related CVEs(same CWE)

Frequently asked(5)

What is CVE-2026-58116?
CVE-2026-58116 is a high vulnerability published on June 30, 2026. LLaMA-Factory through 0.9.5 contains a remote code execution vulnerability that allows attackers with WebUI access to execute arbitrary Python code by supplying a malicious model path in the Chat or Training interfaces. The application passes user-supplied model path input unvalidated into…
When was CVE-2026-58116 disclosed?
CVE-2026-58116 was first published in the National Vulnerability Database on June 30, 2026, with the most recent update on July 14, 2026. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2026-58116 actively exploited?
CVE-2026-58116 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 39.6% percentile likelihood of exploitation in the next 30 days — higher percentiles indicate greater predicted risk.
What is the CVSS score of CVE-2026-58116?
CVE-2026-58116 has a CVSS v3 base score of 8.8 (NVD). EchelonGraph synthesises NVD + CISA KEV + FIRST EPSS + GHSA into a combined EG score of 9.8.
How do I remediate CVE-2026-58116?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2026-58116, EchelonGraph cross-links them in the Vendor Advisories panel below — those typically contain the canonical remediation steps, fixed version numbers, and any vendor-specific mitigations.

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