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CVE-2026-15535— AkariAsai self-rag retrieval_lm index.py Indexer.deserialize_from deserialization

Quick assessment

Affected
AkariAsai self-rag
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.

Akari Asai SELF-RAG是Akari Asai个人开发者的一个自反映射生成检索增强语言模型框架。 Akari Asai SELF-RAG 1fcdc420e48f50a7d7ab1ece5494221b93252e99版本存在安全漏洞，该漏洞源于文件retrieval_lm/src/index.py中函数Indexer.deserialize_from对参数index_meta.faiss的操作可导致反序列化，攻击者可能利用此漏洞发起远程攻击。

CVSS 6.3 · Medium EPSS 0.43% · P35

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application

Affected Version Matrix 1

VendorProduct Version RangeStatus
AkariAsai self-rag 1fcdc420e48f50a7d7ab1ece5494221b93252e99 affected
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I. Basic Information for CVE-2026-15535

Vulnerability Information
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Vulnerability Title
AkariAsai self-rag retrieval_lm index.py Indexer.deserialize_from deserialization
Source: CVE Program / CVE List V5
Vulnerability Description
A vulnerability was determined in AkariAsai self-rag up to 1fcdc420e48f50a7d7ab1ece5494221b93252e99. Affected by this issue is the function Indexer.deserialize_from of the file retrieval_lm/src/index.py of the component retrieval_lm. Executing a manipulation of the argument index_meta.faiss can lead to deserialization. The attack may be launched remotely. The exploit has been publicly disclosed and may be utilized. This product operates on a rolling release basis, ensuring continuous delivery. Consequently, there are no version details for either affected or updated releases. The project was informed of the problem early through an issue report but has not responded yet.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L
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
Akari Asai SELF-RAG 输入验证错误漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Akari Asai SELF-RAG是Akari Asai个人开发者的一个自反映射生成检索增强语言模型框架。 Akari Asai SELF-RAG 1fcdc420e48f50a7d7ab1ece5494221b93252e99版本存在安全漏洞，该漏洞源于文件retrieval_lm/src/index.py中函数Indexer.deserialize_from对参数index_meta.faiss的操作可导致反序列化，攻击者可能利用此漏洞发起远程攻击。
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
AkariAsai self-rag 1fcdc420e48f50a7d7ab1ece5494221b93252e99 cpe:2.3:a:akariasai:self-rag:*:*:*:*:*:*:*:*

II. Public POCs for CVE-2026-15535

# POC Description Source Link Shenlong Link
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III. Intelligence Information for CVE-2026-15535

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Patches & Fixes for CVE-2026-15535 (1)

Proof of Concept for CVE-2026-15535 (1)

Other References for CVE-2026-15535 (1)

IV. Related Vulnerabilities

Same weakness: CWE-502

V. Comments for CVE-2026-15535

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