CVE-2026-8597 json
Missing integrity verification in Triton inference handler in Amazon SageMaker Python SDK
published 2026-05-14 5 mo ago modified 2026-10-26 14 d ago also GHSA-rq6v-x3j8-7qgf , PYSEC-2026-3060 , EUVD-2026-30423
- cvss
- 7.2
- version 3.1, CNA
- cisa kev
- Not listed
- not in CISA's catalog
- epss
- 0.5%
- EPSS 0.5% chance of exploitation in 30 days, percentile 43%
- public exploits
- 0
- none known
Summary
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.
Patch / fix
- pypi sagemaker 2.257.2, 3.8.0
CISA SSVC
- Exploitation
- none
- Automatable
- no
- Technical impact
- total
- Assessed
- 5 mo ago
Exploit prediction
0.51% chance of exploitation in the next 30 days, higher than 43% of all scored CVEs (FIRST EPSS, 2026-11-08).
CVSS scores
| assigned by | version | score | vector |
|---|---|---|---|
| CNA | 3.1 | 7.2 | CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H |
| CNA | 4.0 | 6.4 | 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 |
| CNA | 4.0 | 6.4 | 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/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X |
| OSV | 3.1 | 7.2 | CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H |
| GitHub | 3.1 | 7.2 | CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H |
Affected packages
| ecosystem | package | affected | fixed in |
|---|---|---|---|
| pypi | sagemaker | >=2.199.0, <2.257.2 >=3.0.0, <3.8.0 |
2.257.2 3.8.0 |
Affected products
- AWS Amazon SageMaker Python SDK
Classification
- Weakness
-
- CWE-354 Improper Validation of Integrity Check Value
References
-
github.com
/aws/sagemaker-python-sdk/releases/tag/v2.257.2
patch, web
-
github.com
/aws/sagemaker-python-sdk/releases/tag/v3.8.0
patch, web
-
aws.amazon.com
/security/security-bulletins/2026-031-aws/
vendor-advisory
-
github.com
/aws/sagemaker-python-sdk/security/advisories/GHSA-rq6v-x3j8-7qgf
third-party-advisory, web
-
nvd.nist.gov
/vuln/detail/CVE-2026-8597
advisory
-
aws.amazon.com
/security/security-bulletins/2026-031-aws
web
-
github.com
/aws/sagemaker-python-sdk
package
-
pypi.org
/project/sagemaker
package
-
github.com
/advisories/GHSA-rq6v-x3j8-7qgf
advisory
Sources
- CVE List CVE-2026-8597
- GitHub Advisory GHSA-rq6v-x3j8-7qgf
- NVD CVE-2026-8597
- OSV PYSEC-2026-3060
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