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CVE-2024-34072— Deserialization of Untrusted Data in sagemaker-python-sdk

Quick assessment

Affected
aws sagemaker-python-sdk
Exploitation
Public or AI PoC available; prioritize validation
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

SageMaker Python SDK是Amazon Web Services开源的一个开源库。用于在 Amazon SageMaker 上培训和部署机器学习模型。 SageMaker Python SDK 2.218.0之前版本存在安全漏洞，该漏洞源于sagemaker.base_deserializers.NumpyDeserializer 模块中存在反序列化漏洞，导致远程代码执行、拒绝服务。

CVSS 7.8 · High EPSS 0.41% · P33

Possible ATT&CK Techniques 1 AI

T1195 · Supply Chain Compromise
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I. Basic Information for CVE-2024-34072

Vulnerability Information
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Vulnerability Title
Deserialization of Untrusted Data in sagemaker-python-sdk
Source: CVE Program / CVE List V5
Vulnerability Description
sagemaker-python-sdk is a library for training and deploying machine learning models on Amazon SageMaker. The sagemaker.base_deserializers.NumpyDeserializer module before v2.218.0 allows potentially unsafe deserialization when untrusted data is passed as pickled object arrays. This consequently may allow an unprivileged third party to cause remote code execution, denial of service, affecting both confidentiality and integrity. Users are advised to upgrade to version 2.218.0. Users unable to upgrade should not pass pickled numpy object arrays which originated from an untrusted source, or that could have been tampered with. Only pass pickled numpy object arrays from trusted sources.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Vulnerability Title
SageMaker Python SDK 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
SageMaker Python SDK是Amazon Web Services开源的一个开源库。用于在 Amazon SageMaker 上培训和部署机器学习模型。 SageMaker Python SDK 2.218.0之前版本存在安全漏洞，该漏洞源于sagemaker.base_deserializers.NumpyDeserializer 模块中存在反序列化漏洞，导致远程代码执行、拒绝服务。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
aws sagemaker-python-sdk < 2.218.0 -

II. Public POCs for CVE-2024-34072

# POC Description Source Link Shenlong Link
AI-Generated POC Premium
Qwen3.6-35B-A3B · 7383 chars
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III. Intelligence Information for CVE-2024-34072

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Vendor Advisories for CVE-2024-34072 (1)

IV. Related Vulnerabilities

Same product: sagemaker-python-sdk
Same vendor: aws
Same weakness: CWE-502

V. Comments for CVE-2024-34072

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