What’s Vulnerable › Vulnerabilities

CVE-2026-8597: Missing integrity verification in Triton inference handler in Amazon SageMaker Python SDK

• Severity: high (CVSS 7.2 v3.1)
• Exploited in the wild: not listed in CISA KEV
• EPSS: 0.5% probability of exploitation in the next 30 days
• Public exploit or detection template: none known
• Published: 2026-05-14 · updated 2026-10-26
• Weakness: CWE-354

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.

Affected products

• AWS Amazon SageMaker Python SDK: from 2.199.0 through 2.257.1; from 3.0.0 through 3.7.1

References

• https://aws.amazon.com/security/security-bulletins/2026-031-aws/
• https://github.com/aws/sagemaker-python-sdk/releases/tag/v2.257.2
• https://github.com/aws/sagemaker-python-sdk/releases/tag/v3.8.0
• https://github.com/aws/sagemaker-python-sdk/security/advisories/GHSA-rq6v-x3j8-7qgf

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