CVE-2026-58116

CRITICALNVD 8.89.8▲
EchelonGraph scoreMEDIUM 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
9.8EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 1%CVSS: 8.8Exploit: Elevated riskExposed: 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(medium)
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 PROB
1%
EPSS %ILE
57%
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 40× in last 7d / 222× 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 387 total refreshes for this CVE.

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

Related CVEs(same CWE)

Frequently asked(5)

What is CVE-2026-58116?
CVE-2026-58116 is a critical 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 1% probability of exploitation in the next 30 days, which ranks it in the top 42.9% of all scored CVEs.
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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