PT-2026-41118 · Amazon Sagemaker Python Sdk · Aws

Published 2026-05-14 · Updated 2026-05-14 · CVE-2026-8597

Mitre

CVSS v3.1

7.2

High

Base vector

AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H

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.

Fix

Weakness Enumeration

CWE-354

Related Identifiers

CVE-2026-8597

Affected Products

Aws

References · 5

• https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2 · Patch
• https://github.com/aws/sagemaker-python-sdk/releases/tag/v3.8.0 · Patch
• https://aws.amazon.com/security/security-bulletins/2026-031-aws · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2026-8597 · Security Note
• https://github.com/aws/sagemaker-python-sdk/security/advisories/GHSA-rq6v-x3j8-7qgf · Note