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Amazon SageMaker Python SDK CVE-2026-8597

| EUVD-2026-30423 MEDIUM
Improper Validation of Integrity Check Value (CWE-354)
2026-05-14 AMZN GHSA-rq6v-x3j8-7qgf
6.4
CVSS 4.0
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CVSS VectorNVD

CVSS:4.0/AV:N/AC:L/AT:N/PR:H/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Attack Vector
Network
Attack Complexity
Low
Privileges Required
High
User Interaction
None
Scope
X

Lifecycle Timeline

5
Source Code Evidence Fetched
May 14, 2026 - 20:30 vuln.today
Analysis Generated
May 14, 2026 - 20:30 vuln.today
Severity Changed
May 14, 2026 - 20:22 NVD
HIGH MEDIUM
CVSS changed
May 14, 2026 - 20:22 NVD
7.2 (HIGH) 6.4 (MEDIUM)
CVE Published
May 14, 2026 - 19:37 nvd
MEDIUM 6.4

Blast Radius

ecosystem impact
† from your stack dependencies † transitive graph · vuln.today resolves 4-path depth
  • 5 pypi packages depend on sagemaker (5 direct, 0 indirect)

Ecosystem-wide dependent count for version 2.199.0.

DescriptionNVD

Missing integrity verification in the Triton inference handler in Amazon SageMaker Python SDK v2 before v2.257.2 and v3 before v3.8.0 might allow a remote authenticated actor to achieve code execution in inference containers via replacement of model artifacts in S3 with a specially crafted pickle payload that is deserialized without verification. This issue requires a remote authenticated actor with S3 write access to the model artifact path.

To remediate this issue, we recommend upgrading to Amazon SageMaker Python SDK v2.257.2 or v3.8.0 and rebuild any Triton models previously created with ModelBuilder using the updated SDK.

AnalysisAI

Remote authenticated actors with S3 write access can achieve code execution in Amazon SageMaker Triton inference containers by replacing model artifacts with malicious pickle payloads that are deserialized without integrity verification. Affected versions are SDK v2 before v2.257.2 and v3 before v3.8.0. …

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CVE-2026-8597 vulnerability details – vuln.today

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