CVE-2026-8597

Missing integrity verification in Triton inference handler in Amazon SageMaker Python SDK

Published May 14, 2026 CVSS 4.0 · 6.4 Medium EPSS < 1% KEV · Not listed
Description
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.

Remediation

No solution or workaround provided in the CVE record

Tracking

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Advisories

Source ID Title
Github GHSA Github GHSA GHSA-rq6v-x3j8-7qgf Amazon SageMaker Python SDK is missing integrity verification in its Triton inference handler
History
Type Values Removed Values Added
First Time appeared Aws
Aws amazon Sagemaker Python Sdk
CPEs cpe:2.3:a:amazon_sagemaker_python_sdk:aws:*:*:*:*:*:*:*:* cpe:2.3:a:aws:amazon_sagemaker_python_sdk:*:*:*:*:*:*:*:*
Vendors & Products Amazon Sagemaker Python Sdk
Amazon Sagemaker Python Sdk aws
Aws
Aws amazon Sagemaker Python Sdk
Type Values Removed Values Added
First Time appeared Amazon
Amazon sagemaker Python Sdk
Vendors & Products Amazon
Amazon sagemaker Python Sdk
Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'none', 'Technical Impact': 'total'}, 'version': '2.0.3'}

Type Values Removed Values Added
Description 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.
Title Missing integrity verification in Triton inference handler in Amazon SageMaker Python SDK
First Time appeared Amazon Sagemaker Python Sdk
Amazon Sagemaker Python Sdk aws
Weaknesses CWE-354
CPEs cpe:2.3:a:amazon_sagemaker_python_sdk:aws:*:*:*:*:*:*:*:*
Vendors & Products Amazon Sagemaker Python Sdk
Amazon Sagemaker Python Sdk aws
References
Metrics cvssV3_1

{'score': 7.2, 'vector': 'CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H'}

cvssV4_0

{'score': 6.4, 'vector': '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'}

Weaknesses

Sources

Status
PUBLISHED
Assigner
AMZN
Published
Updated
Oct 20, 2026, 6:07 PM
Reserved
May 14, 2026, 1:39 PM
Status
Awaiting Analysis
Published
May 14, 2026, 8:17 PM
Modified
Oct 26, 2026, 2:10 PM