CVE-2026-71281

HIGHPre-NVD 8.88.8—
EchelonGraph scoreMEDIUM confidence

Score 8.8 from GitHub Security Advisory (severity: HIGH) published 2026-08-05. a secondary CVSS source baseline 8.8; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: epss, ghsa, secondary
Trending — 4 sources updated this week
8.8EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0%CVSS: 8.8Exploit: None knownExposed: 0

A fix is available — apply it.

Hugging Face peft's LoRA-GA and CorDA initialization modules (src/peft/tuners/lora/corda.py lines ~102 and ~163, and src/peft/tuners/lora/loraga.py line ~101) call torch.load on config-specified cache/covariance files without weights_only=True, bypassing peft's own safe-loading wrapper used elsewhere in the codebase.

CVSS v3
8.8
EG Score
8.8(medium)
EG Risk
40(Track)
EG Risk 40/100SSVC: Track

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
Severity88% × 45%
Exploitation0% × 40%
Automatability0% × 15%
Action: Routine — remediate on your standard cadence.
EPSS PROB
0%
EPSS %ILE
20%
KEV
Not listed

Published

August 5, 2026

Last Modified

August 26, 2026

Advisory Details (2)

Auto-updated Aug 5, 2026
No patch confirmed yet.
generic

peft/src/peft/tuners/lora/corda.py at main · huggingface/peft · GitHub

https://github.com/huggingface/peft/blob/main/src/peft/tuners/lora/corda.py
generic

GitHub - huggingface/peft: 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. · GitHub

https://github.com/huggingface/peft

Vendor Advisories for CVE-2026-71281(2)

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

Patch Availability(1)

Vendor / EcosystemFixed in / PatchReleasedSource
redhatrhoai/odh-training-rocm62-torch25-py311-rhel9:17881786372026-09-08redhat

Patches are aggregated from vendor advisories (Red Hat, Microsoft, Cisco, GitHub) and package ecosystems (OSV, GHSA). Multiple rows for the same upstream release have been deduplicated.

Weakness Classification(1)

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

Data Freshness Timeline

(refreshed 37× in last 7d / 116× 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 183 total refreshes for this CVE.

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

Frequently asked(5)

What is CVE-2026-71281?
CVE-2026-71281 is a high vulnerability published on August 5, 2026. Hugging Face peft's LoRA-GA and CorDA initialization modules (src/peft/tuners/lora/corda.py lines ~102 and ~163, and src/peft/tuners/lora/loraga.py line ~101) call torch.load on config-specified cache/covariance files without weights_only=True, bypassing peft's own safe-loading wrapper used…
When was CVE-2026-71281 disclosed?
CVE-2026-71281 was first published in the National Vulnerability Database on August 5, 2026, with the most recent update on August 26, 2026. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2026-71281 actively exploited?
CVE-2026-71281 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0% probability of exploitation in the next 30 days, which ranks it in the top 80.2% of all scored CVEs.
What is the CVSS score of CVE-2026-71281?
CVE-2026-71281 has a CVSS v3 base score of 8.8 (NVD).
How do I remediate CVE-2026-71281?
Patch to the fixed version published by the affected vendor. Where vendor advisories exist for CVE-2026-71281, 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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