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.
CVE-2026-68772
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.
- High severity, but no confirmed exploitation yet
No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.
- CVSS v3
- 8.0
- EG Score
- 8.0(high)
- EG Risk
- 36(Track)EG Risk 36/100SSVC: 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 computedSeverity80% × 45%Exploitation0% × 40%Automatability0% × 15%Action: Routine — remediate on your standard cadence. - EPSS PROB
- 0%
- EPSS %ILE
- 34%
- KEV
- Not listed
Published
August 7, 2026
Last Modified
August 14, 2026
Advisory Details (4)
Auto-updated Aug 7, 2026ZenML 0.94.6 Remote Code Execution via CloudpickleMaterializer | Advisories | VulnCheck
https://www.vulncheck.com/advisories/zenml-remote-code-execution-via-cloudpicklematerializercommit bbf8496d049a (zenml-io/zenml)
Patch available: zenml-io/zenml 0.96.3 (contains commit bbf8496d049a)
https://github.com/zenml-io/zenml/commit/bbf8496d049a7e23800bc31b87b10b4fefbebe18GitHub - zenml-io/zenml: ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. · GitHub
https://github.com/zenml-io/zenmlValidate cloudpickle content hash
Patch available: zenml-io/zenml 0.96.3 (PR #5103 merged 2026-08-03)
https://github.com/zenml-io/zenml/pull/5103Vendor 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 32× in last 7d / 59× 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.
- 2026-08-20 14:55 UTCGHSA enrichment
- 2026-08-20 03:05 UTCEG score recompute
- 2026-08-20 03:05 UTCGHSA enrichment
- 2026-08-19 17:04 UTCEPSS rescore
- 2026-08-19 15:21 UTCGHSA enrichment
- 2026-08-19 03:24 UTCGHSA enrichment
- 2026-08-18 15:40 UTCEG score recompute
- 2026-08-18 15:40 UTCGHSA enrichment
- 2026-08-18 13:49 UTCEPSS rescore
- 2026-08-18 13:49 UTCEPSS rescore
- 2026-08-18 03:28 UTCGHSA enrichment
- 2026-08-17 15:36 UTCEG score recompute
- 2026-08-17 15:36 UTCGHSA enrichment
- 2026-08-17 13:47 UTCEPSS rescore
- 2026-08-17 03:52 UTCGHSA enrichment
- 2026-08-16 16:07 UTCEG score recompute
- 2026-08-16 16:07 UTCGHSA enrichment
- 2026-08-16 14:56 UTCEPSS rescore
- 2026-08-16 14:56 UTCEPSS rescore
- 2026-08-16 04:23 UTCEG score recompute
- 2026-08-16 04:23 UTCGHSA enrichment
- 2026-08-16 02:15 UTCEPSS rescore
- 2026-08-15 16:39 UTCGHSA enrichment
- 2026-08-15 04:55 UTCEG score recompute
- 2026-08-15 04:55 UTCGHSA enrichment
Show 34 moreShow fewer
- 2026-08-15 01:30 UTCEPSS rescore
- 2026-08-14 17:10 UTCEG score recompute
- 2026-08-14 17:10 UTCGHSA enrichment
- 2026-08-14 13:00 UTCGHSA enrichment
- 2026-08-14 01:16 UTCEG score recompute
- 2026-08-14 01:16 UTCGHSA enrichment
- 2026-08-13 22:00 UTCEPSS rescore
- 2026-08-13 13:32 UTCGHSA enrichment
- 2026-08-13 01:48 UTCGHSA enrichment
- 2026-08-12 14:04 UTCEG score recompute
- 2026-08-12 14:04 UTCGHSA enrichment
- 2026-08-12 13:51 UTCEPSS rescore
- 2026-08-12 02:19 UTCGHSA enrichment
- 2026-08-11 14:35 UTCEG score recompute
- 2026-08-11 14:35 UTCGHSA enrichment
- 2026-08-11 02:50 UTCEG score recompute
- 2026-08-11 02:50 UTCGHSA enrichment
- 2026-08-11 00:00 UTCEPSS rescore
- 2026-08-10 15:06 UTCGHSA enrichment
- 2026-08-10 03:20 UTCGHSA enrichment
- 2026-08-09 15:36 UTCEG score recompute
- 2026-08-09 15:36 UTCGHSA enrichment
- 2026-08-09 13:47 UTCEPSS rescore
- 2026-08-09 03:52 UTCEG score recompute
- 2026-08-09 03:52 UTCGHSA enrichment
- 2026-08-08 16:37 UTCEPSS rescore
- 2026-08-08 16:08 UTCGHSA enrichment
- 2026-08-08 04:24 UTCEG score recompute
- 2026-08-08 04:24 UTCGHSA enrichment
- 2026-08-08 03:27 UTCEG score recompute
- 2026-08-08 03:27 UTCGHSA enrichment
- 2026-08-07 17:25 UTCEG score recompute
- 2026-08-07 16:47 UTCEG score recompute
- 2026-08-07 16:47 UTCMITRE cvelistV5first tracked
Related CVEs(same CWE)
Same CWE
10 shownCWE-502
- CVE-2017-10992EG 9.8EPSS p95CRITICAL
- CVE-2013-4521EG 9.8EPSS p90CRITICAL
- CVE-2014-1860EG 9.8CRITICAL
- CVE-2016-1000027EG 9.8EPSS p98CRITICAL
- CVE-2014-3699EG 9.8CRITICAL
- CVE-2017-10934EG 9.8CRITICAL
- CVE-2016-9498EG 9.8EPSS p97CRITICAL
- CVE-2016-9483EG 9.8CRITICAL
- CVE-2015-2020EG 9.8CRITICAL
- CVE-2017-15692EG 9.8EPSS p91CRITICAL
Frequently asked(5)
What is CVE-2026-68772?
When was CVE-2026-68772 disclosed?
Is CVE-2026-68772 actively exploited?
What is the CVSS score of CVE-2026-68772?
How do I remediate CVE-2026-68772?
Dependency Blast Radius
Explore the affected products and dependency analysis for CVE-2026-68772
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