CVE-2026-8597 PUBLISHED

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

Assigner: AMZN
Reserved: 14.05.2026 Published: 14.05.2026 Updated: 14.05.2026

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.

Metrics

CVSS 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
CVSS Score: 6.4

Product Status

Vendor Amazon SageMaker Python SDK
Product AWS
Versions Default: unaffected
  • affected from 2.199.0 to 2.257.1 (incl.)
  • affected from 3.0.0 to 3.7.1 (incl.)

References

Problem Types

  • CWE-354 Improper validation of integrity check value CWE

Impacts

  • CAPEC-586 Object Injection