CVE-2026-68772
HIGHZenML 0.94.6 Remote Code Execution via CloudpickleMaterializer
Title source: cnaDescription
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.
References (4)
Core 4
Core References
Patch patch
Patch Commit
https://github.com/zenml-io/zenml/commit/bbf8496d049a7e23800bc31b87b10b4fefbebe18
Third Party Advisory third-party-advisory
https://www.vulncheck.com/advisories/zenml-remote-code-execution-via-cloudpicklematerializer
Scores
CVSS v3
8.0
EPSS
0.0040
EPSS Percentile
33.0%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H
CISA SSVC
Vulnrichment
Exploitation
none
Automatable
no
Technical Impact
total
Details
CWE
CWE-502
Status
published
Products (1)
ZenML/ZenML
< 0.94.6
Published
Aug 07, 2026
Tracked Since
Aug 07, 2026