CVE-2026-8596

Cleartext storage of HMAC signing key in Amazon SageMaker Python SDK ModelBuilder/Serve path

HIGH
7.2
CVSS Score
Published: May 14, 2026 at 07:35 PM UTC
Updated: October 26, 2026 at 02:10 PM UTC
2 products affected across 2 vendorsSageMaker Python SDKSageMaker Python SDK

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Severity
HIGH7.2
Exploit prediction
EPSS 0.6%
SSVC
No known exploit

Description

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.

Affected

Our own answer: ranges merged, affected separated from platform-only, with confidence and review flags.

2.199.0 ≤ v ≤ 2.257.13.0.0 ≤ v ≤ 3.7.12.199.03.0.0

Remediation

No guide yet

No remediation guidance has been written for this CVE yet. What the record does show:

SSVC — Action Prioritization

SSVCNo known exploitNot automatableTotal impact

SSVC signals action urgency (what to patch first), separate from CVSS which measures severity.

CVSS

7.2HIGHAMZN
Attack Vector
NETWORK
Complexity
LOW
Privileges
HIGH
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH
Vector?

Quick Info

StatusAWAITING ANALYSIS
CWE
CWE-312

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