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 — 4 sources updated this week
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)
EPSS
39.0%
KEV
Not listed

Published

June 30, 2026

Last Modified

July 1, 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 98× in last 7d / 98× 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.

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

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 1, 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 39.0% 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.

Dependency Blast Radius

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