# Amazon SageMaker Python SDK vulnerabilities Source: https://junglewise.ai/threats/technologies/sagemaker-python-sdk Publisher: Junglewise Threat Intelligence, https://junglewise.ai/threats Updated: 13 November 2026, 03:07 UTC. Rebuilt every hour. Data: https://junglewise.ai/threats/technologies/sagemaker-python-sdk.json License: CC BY 4.0 with a link back Junglewise Threat Intelligence has tracked 5 vulnerabilities in Amazon SageMaker Python SDK: 0 in the last 7 days and 3 in the last 90 days, 0 of them critical and 0 exploited in the wild. The most recent, CVE-2026-112408, was published on 21 October 2026. 2 vulnerabilities in the last four weeks, up from none in the four before. ## Counts - Last 7 days: 0 - Last 30 days: 2 - Last 90 days: 3 - All time: 5 (0 critical, 0 exploited in the wild) ## About Amazon SageMaker Python SDK Amazon Python SDK for building, training, and deploying machine learning models. ## Latest Amazon SageMaker Python SDK vulnerabilities - [CVE-2026-112408: Amazon SageMaker Python SDK bucket ownership verification bypass](https://junglewise.ai/threats/cve-2026-112408-missing-bucket-ownership-verification-in-amazon-sagemaker-python) (high, CVSS 8.1, published 21 Oct 2026) - [CVE-2026-110248: Amazon SageMaker Python SDK credential exposure in log files](https://junglewise.ai/threats/cve-2026-110248-insertion-of-sensitive-information-into-log-files-in-amazon) (high, CVSS 5.3, published 14 Oct 2026) - [CVE-2026-83551: Amazon SageMaker Python SDK cleartext HMAC key storage](https://junglewise.ai/threats/cve-2026-83551-amazon-sagemaker-python-sdk-cleartext-hmac-key-storage) (high, CVSS 7.2, published 1 Sep 2026) - [CVE-2026-8597: Amazon SageMaker Python SDK code execution in Triton inference handler](https://junglewise.ai/threats/cve-2026-8597-amazon-sagemaker-python-sdk-code-execution-in-triton-inference) (high, CVSS 7.2, published 14 May 2026) - [CVE-2026-8596: Amazon SageMaker Python SDK cleartext storage of HMAC key in ModelBuilder](https://junglewise.ai/threats/cve-2026-8596-amazon-sagemaker-python-sdk-cleartext-storage-of-hmac-key-in) (high, CVSS 7.2, published 14 May 2026) ## Most severe Amazon SageMaker Python SDK vulnerabilities - [CVE-2026-112408: Amazon SageMaker Python SDK bucket ownership verification bypass](https://junglewise.ai/threats/cve-2026-112408-missing-bucket-ownership-verification-in-amazon-sagemaker-python) (high, CVSS 8.1, published 21 Oct 2026) - [CVE-2026-8596: Amazon SageMaker Python SDK cleartext storage of HMAC key in ModelBuilder](https://junglewise.ai/threats/cve-2026-8596-amazon-sagemaker-python-sdk-cleartext-storage-of-hmac-key-in) (high, CVSS 7.2, published 14 May 2026) - [CVE-2026-83551: Amazon SageMaker Python SDK cleartext HMAC key storage](https://junglewise.ai/threats/cve-2026-83551-amazon-sagemaker-python-sdk-cleartext-hmac-key-storage) (high, CVSS 7.2, published 1 Sep 2026) - [CVE-2026-8597: Amazon SageMaker Python SDK code execution in Triton inference handler](https://junglewise.ai/threats/cve-2026-8597-amazon-sagemaker-python-sdk-code-execution-in-triton-inference) (high, CVSS 7.2, published 14 May 2026) - [CVE-2026-110248: Amazon SageMaker Python SDK credential exposure in log files](https://junglewise.ai/threats/cve-2026-110248-insertion-of-sensitive-information-into-log-files-in-amazon) (high, CVSS 5.3, published 14 Oct 2026) ## Vulnerabilities per week 2 vulnerabilities in the last four weeks, up from none in the four before. | Week of | Vulns | Critical | Exploited | | --- | --- | --- | --- | | 17 Aug 2026 | 0 | 0 | 0 | | 24 Aug 2026 | 0 | 0 | 0 | | 31 Aug 2026 | 1 | 0 | 0 | | 7 Sep 2026 | 0 | 0 | 0 | | 14 Sep 2026 | 0 | 0 | 0 | | 21 Sep 2026 | 0 | 0 | 0 | | 28 Sep 2026 | 0 | 0 | 0 | | 5 Oct 2026 | 0 | 0 | 0 | | 12 Oct 2026 | 1 | 0 | 0 | | 19 Oct 2026 | 1 | 0 | 0 | | 26 Oct 2026 | 0 | 0 | 0 | | 2 Nov 2026 | 0 | 0 | 0 | | 9 Nov 2026 | 0 | 0 | 0 | ## Other Amazon technologies - [Amazon AWS](https://junglewise.ai/threats/technologies/aws): 198 vulnerabilities - [Amazon Freertos-Plus-Tcp](https://junglewise.ai/threats/technologies/amazon-freertos-plus-tcp): 10 vulnerabilities - [Amazon FreeRTOS Kernel](https://junglewise.ai/threats/technologies/freertos-kernel): 7 vulnerabilities - [Amazon Athena Odbc](https://junglewise.ai/threats/technologies/athena-odbc): 6 vulnerabilities - [Amazon Freertos](https://junglewise.ai/threats/technologies/freertos): 4 vulnerabilities - [Amazon Strands-Agents-Tools](https://junglewise.ai/threats/technologies/strands-agents-tools): 4 vulnerabilities - [Amazon Tough](https://junglewise.ai/threats/technologies/amazon-tough): 3 vulnerabilities - [Amazon Tuftool](https://junglewise.ai/threats/technologies/amazon-tuftool): 3 vulnerabilities - [Amazon Bedrock Agentcore Starter Toolkit](https://junglewise.ai/threats/technologies/bedrock-agentcore-starter-toolkit): 3 vulnerabilities - [Amazon EFS CSI Driver](https://junglewise.ai/threats/technologies/efs-csi-driver): 3 vulnerabilities - [Amazon Engineering Studio](https://junglewise.ai/threats/technologies/engineering-studio): 3 vulnerabilities - [Amazon Mcp-Gateway-Registry](https://junglewise.ai/threats/technologies/mcp-gateway-registry): 3 vulnerabilities ## Sources NVD, GitHub Security Advisories, OSV, the CISA Known Exploited Vulnerabilities catalog, FIRST EPSS and vendor advisories. Rebuilt every hour. Cite as: Junglewise Threat Intelligence, "Amazon SageMaker Python SDK vulnerabilities", https://junglewise.ai/threats/technologies/sagemaker-python-sdk, 13 November 2026.