CVE-2026-68772

HIGHPre-NVD 8.08.0—
EchelonGraph scoreMEDIUM confidence

Score 8.0 from GitHub Security Advisory (severity: HIGH) published 2026-08-07. The CNA's CVSS baseline 8.0; sources differ by 0.0.

Triggered by: GitHub Security Advisory CVSS
Sources: cna:vulncheck, epss, ghsa
Trending — 3 sources updated this week
8.0EG
EchelonGraph verdictPlan a fixSerious severity, but no confirmed exploitation yet.
  • High severity, but no confirmed exploitation yet
CISA-KEV: Not listedEPSS PROB: 0.8%CVSS: 8.0Exploit: None knownExposed services: Not assessed

A fix is available — apply it.

ZenML 0.94.6 contains a remote code execution vulnerability in the CloudpickleMaterializer component that allows attackers with write access to a shared artifact store to execute arbitrary code by planting a malicious pickle file. Attackers can replace a stored artifact.pkl file with a crafted cloudpickle payload containing a malicious __reduce__ method, which executes arbitrary system commands when any user or pipeline materializes the artifact through the unsanitized cloudpickle.load() call in cloudpickle_materializer.py.

CVSS v3
8.0
EG Score
8.0HIGHmedium confidence
EG Risk
36
EG Risk 36/100CISA 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
Severity80% × 45%
Exploitation1% × 40%
Automatability0% × 15%
CISA SSVC: Track at low or medium mission impact; Track* at high (mission-essential systems).
Action: A fix is available. Apply it within your standard update timelines.
EPSS PROB
0.8%
EPSS %ILE
53rd
KEV
Not listed

CISA SSVCTrack at low or medium mission impact; Track* at high (mission-essential systems).

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

Exploitation none (CISA Vulnrichment) · Automatable no (CISA Vulnrichment) · Technical impact total (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

August 7, 2026

Last Modified

September 24, 2026

Advisory Details (4)

Auto-updated Aug 7, 2026
Patch available. Sources: github_pr, github_commit.
generic

ZenML 0.94.6 Remote Code Execution via CloudpickleMaterializer | Advisories | VulnCheck

https://www.vulncheck.com/advisories/zenml-remote-code-execution-via-cloudpicklematerializer
github_commit Patch Available

commit bbf8496d049a (zenml-io/zenml)

Patch available: zenml-io/zenml 0.96.3 (contains commit bbf8496d049a)

https://github.com/zenml-io/zenml/commit/bbf8496d049a7e23800bc31b87b10b4fefbebe18
generic

GitHub - zenml-io/zenml: ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. · GitHub

https://github.com/zenml-io/zenml
github_pr Patch Available

Validate cloudpickle content hash

Patch available: zenml-io/zenml 0.96.3 (PR #5103 merged 2026-08-03)

https://github.com/zenml-io/zenml/pull/5103

Vendor Advisories for CVE-2026-68772(1)

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

Weakness Classification(1)

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

Data Freshness Timeline

(refreshed 18× in last 7d / 90× 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 204 total refreshes for this CVE.

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

Related CVEs(same CWE)

Frequently asked(5)

What is CVE-2026-68772?
CVE-2026-68772 is a high vulnerability published on August 7, 2026. ZenML 0.94.6 contains a remote code execution vulnerability in the CloudpickleMaterializer component that allows attackers with write access to a shared artifact store to execute arbitrary code by planting a malicious pickle file. Attackers can replace a stored artifact.pkl file with a crafted…
When was CVE-2026-68772 disclosed?
CVE-2026-68772 was first published on August 7, 2026, with the most recent update on September 24, 2026. EchelonGraph re-ingests CVE updates from NVD on a 2-hour cycle, so this page reflects the latest published state.
Is CVE-2026-68772 actively exploited?
CVE-2026-68772 is not currently on CISA's Known Exploited Vulnerabilities catalog. FIRST EPSS estimates a 0.8% probability of exploitation in the next 30 days (53rd percentile of EPSS-scored CVEs).
What is the CVSS score of CVE-2026-68772?
CVE-2026-68772 has a CVSS base score of 8.0 (the CNA's own assessment, by vulncheck; NVD's own analysis pending).
How do I remediate CVE-2026-68772?
A fix for CVE-2026-68772 is available: update to the fixed version the vendor names in its advisory. The vendor advisories EchelonGraph has for CVE-2026-68772 are linked in the Vendor Advisories panel on this page.

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