CVE-2024-3568

CRITICALNVD 9.69.6—
EchelonGraph scoreMEDIUM confidence

This critical-severity CVE scores 9.6 under NVD CVSS v3. EPSS exploit probability: 2.1% (80th percentile of EPSS-scored CVEs). GitHub Security Advisory data not yet ingested — confidence will rise once GHSA publishes (typical lag: hours to days for open-source ecosystem CVEs; never for infrastructure-only CVEs).

Triggered by: NVD CVSS baseline
Sources: epss, nvd
9.6EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 2.1%CVSS: 9.6Exploit: None knownExposed services: Not assessed

A fix is available — apply it.

The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the load_repo_checkpoint() function of the TFPreTrainedModel() class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of pickle.load() on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine.

CVSS v3
9.6
EG Score
9.6CRITICALmedium confidence
EG Risk
44
EG Risk 44/100CISA SSVC

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
Severity96% × 45%
Exploitation2% × 40%
Automatability0% × 15%
CISA SSVC: Track at every mission impact level.
Action: A fix is available. Apply it within your standard update timelines.
EPSS PROB
2.1%
EPSS %ILE
80th
KEV
Not listed

CISA SSVCTrack at every mission impact level.

A fix is available. Apply it within your standard update timelines.

Exploitation none (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact partial (CISA Vulnrichment). Mission impact is CISA's Mission & Well-being decision point, and only you can judge it: high means the affected system is essential to your organisation's mission, or its compromise could cause irreversible harm to people. CISA's decision table

Published

April 10, 2024

Last Modified

October 10, 2025

Advisory Details (2)

Auto-updated Oct 2, 2026
Patch available. Sources: github_commit.
generic

huntr - The world's first bug bounty platform for AI/ML

https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f
github_commit

commit 693667b8ac81 (huggingface/transformers)

Fix landed in huggingface/transformers commit 693667b8ac81 — awaiting tagged release

https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125

Affected Packages

(1 across 1 ecosystem)
PyPI(1)
PackageVulnerable rangeFix by version rangeDependents
transformers0.1 ... 4.9.2 (131 versions)
  • every version up to 4.38.0: fixed in 4.38.0
—

Weakness Classification(1)

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

Data Freshness Timeline

(refreshed 7× in last 7d / 30× 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 174 total refreshes for this CVE.

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

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Frequently asked(5)

What is CVE-2024-3568?
CVE-2024-3568 is a critical vulnerability published on April 10, 2024. The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the loadrepocheckpoint() function of the TFPreTrainedModel() class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload,…
When was CVE-2024-3568 disclosed?
CVE-2024-3568 was first published on April 10, 2024, with the most recent update on October 10, 2025. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2024-3568 actively exploited?
CVE-2024-3568 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 2.1% probability of exploitation in the next 30 days (80th percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2024-3568?
CVE-2024-3568 has a CVSS v3 base score of 9.6 (NVD).
How do I remediate CVE-2024-3568?
A fix for CVE-2024-3568 is available: update to the fixed version the vendor names in its advisory.

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