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
Elevated
9.8EG
EchelonGraph verdictPlan mitigationSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0.9%CVSS: 8.8Exploit: Elevated riskExposed services: Not assessed

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

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
9.8CRITICALmedium confidence
EG Risk
75
EG Risk 75/100

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%
EPSS PROB
0.9%
EPSS %ILE
58th
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 fix on record 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 7× in last 7d / 38× 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 448 total refreshes for this CVE.

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

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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 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 0.9% probability of exploitation in the next 30 days (58th percentile of EPSS-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 (CRITICAL).
How do I remediate CVE-2026-58116?
No fix for CVE-2026-58116 is confirmed yet. Until one is published, restrict network exposure of the affected system or apply the vendor's mitigation — for example, keep it off the internet or limit it to trusted networks — and watch the vendor's advisory for the fix. The vendor advisories EchelonGraph has for CVE-2026-58116 are linked in the Vendor Advisories panel on this page.

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