CVE-2026-8596
HIGHCleartext storage of HMAC signing key in Amazon SageMaker Python SDK ModelBuilder/Serve path
Title source: cnaDescription
Cleartext storage of sensitive information in the ModelBuilder/Serve component in Amazon SageMaker Python SDK before v2.257.2 and v3 before v3.8.0 might allow a remote authenticated actor to extract the HMAC signing key from SageMaker API responses and forge valid integrity signatures for specially crafted model artifacts, achieving code execution in inference containers. This issue requires a remote authenticated actor with permissions to call SageMaker describe APIs and 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 models previously created with ModelBuilder using the updated SDK.
References (4)
Core 4
Core References
Vendor Advisory vendor-advisory
https://aws.amazon.com/security/security-bulletins/2026-031-aws/
Third Party Advisory third-party-advisory
https://github.com/aws/sagemaker-python-sdk/security/advisories/GHSA-7hh5-prp2-mfh5
Scores
CVSS v3
7.2
EPSS
0.0006
EPSS Percentile
17.1%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H
CISA SSVC
Vulnrichment
Exploitation
none
Automatable
no
Technical Impact
total
Details
CWE
CWE-312
Status
published
Products (4)
Amazon SageMaker Python SDK/AWS
2.199.0 - 2.257.1
Amazon SageMaker Python SDK/AWS
3.0.0 - 3.7.1
pypi/sagemaker
2.199.0 - 2.257.2PyPI
pypi/sagemaker
3.0.0 - 3.8.0PyPI
Published
May 14, 2026
Tracked Since
May 15, 2026