CVE-2026-8597
Last modified
CVE-2026-8597 is a high-severity vulnerability rated 7.2/10 on the CVSS scale. 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.. EPSS estimates a 0.39% chance of exploitation in the next 30 days.
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.
Metrics
CVSS:3.1/AV:N/AC:L/PR:H/UI:N/S:U/C:H/I:H/A:H
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
Weakness Enumeration
Affected Software
Source: CNA advisory (CVE.org). NVD analysis pending.
| Vendor | Product | Versions |
|---|---|---|
| Amazon SageMaker Python SDK | AWS | >= 2.199.0, <= 2.257.1; >= 3.0.0, <= 3.7.1 |
References
Timeline
- Published
- Last Modified
- Status
- Awaiting Analysis
Frequently Asked Questions
What is CVE-2026-8597?
How severe is CVE-2026-8597?
How do I fix CVE-2026-8597?
How Strix Helps
- How Strix found a critical auth bypass in etcdStrix autonomously discovered a critical authentication bypass in etcd, later designated CVE-2026-33413.
- Autonomous PentestingAI agents that find and validate exploitable vulnerabilities like this one across your applications.
- PR ReviewsPentest every pull request so vulnerable code is caught before it ships to production.
- AI Penetration TestingHow AI-driven penetration testing continuously covers your attack surface.
Related CVEs from 2026
- CVE-2026-8590Vulnerability in Spotfire Spotfire Enterprise (Spotfire Serv…8.7
- CVE-2026-8592OS Command Injection vulnerability in the process_string act…9.8
- CVE-2026-8593Improper permission enforcement in Checkmk versions 2.5.0 be…5.3
- CVE-2026-8594Text::LineFold versions through 2019.001 for Perl duplicate …6.2
- CVE-2026-8595A user with Editor permissions can craft a dashboard whose t…5.4
- CVE-2026-8596Cleartext storage of sensitive information in the ModelBuild…8.5
- CVE-2026-8598An undocumented configuration export port is accessible on s…9.1
- CVE-2026-8599The MailerPress – Email Marketing, Newsletter, Email Automat…6.4
- CVE-2026-8602In ScadaBR version 1.2.0, a Missing Authentication for Criti…9.1
- CVE-2026-8603In ScadaBR version 1.2.0, an OS Command Injection vulnerabil…9.8
- CVE-2026-8604In ScadaBR version 1.2.0, a CSRF vulnerability could allow a…8.8
- CVE-2026-8605In ScadaBR version 1.2.0, a Use of Hard-Coded Credentials vu…9.8
Are you affected by CVE-2026-8597?
Run a free Strix scan to check your systems for this vulnerability.
Scan your code nowSource: NVD / NIST