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CVE-2026-18285— Aeon load_rehab_pile_dataset Deserialization of Untrusted Data Remote Code Execution Vulnerability

Quick assessment

Affected
aeon aeon
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

aeon是aeon组织的一款机器学习组件。 aeon 1.3.0版本存在反序列化注入漏洞，该漏洞源于load_rehab_pile_dataset方法对用户提供的数据缺乏正确验证，导致反序列化不可信数据，远程攻击者可利用该漏洞在当前进程上下文中执行任意代码。

AI Predicted 8.6 Difficulty: Easy EPSS 0.55% · P45

Possible ATT&CK Techniques 1 AI

T1203 · Exploitation for Client Execution

Affected Version Matrix 1

VendorProduct Version RangeStatus
aeon aeon 1.3.0 affected
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I. Basic Information for CVE-2026-18285

Vulnerability Information
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Vulnerability Title
Aeon load_rehab_pile_dataset Deserialization of Untrusted Data Remote Code Execution Vulnerability
Source: CVE Program / CVE List V5
Vulnerability Description
Aeon load_rehab_pile_dataset Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Aeon. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file. The specific flaw exists within the load_rehab_pile_dataset method. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current process. Was ZDI-CAN-28749.
Source: CVE Program / CVE List V5
CVSS Information
N/A
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
aeon 反序列化注入漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
aeon是aeon组织的一款机器学习组件。 aeon 1.3.0版本存在反序列化注入漏洞，该漏洞源于load_rehab_pile_dataset方法对用户提供的数据缺乏正确验证，导致反序列化不可信数据，远程攻击者可利用该漏洞在当前进程上下文中执行任意代码。
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
aeon aeon 1.3.0 -

II. Public POCs for CVE-2026-18285

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III. Intelligence Information for CVE-2026-18285

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Vendor Advisories for CVE-2026-18285 (1)

Same Patch Batch · aeon · 2026-08-20 · 3 CVEs total

CVE-2026-18287 Aeon load_time_series_segmentation_benchmark Code Injection Remote Code Execution Vulnerab
CVE-2026-18286 Aeon load_human_activity_segmentation_datasets Code Injection Remote Code Execution Vulner

IV. Related Vulnerabilities

Same product: aeon
Same vendor: aeon
Same weakness: CWE-502

V. Comments for CVE-2026-18285

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