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CVE-2026-46526— Local Deep Research: SSRF bypass in `safe_get`

Quick assessment

Affected
LearningCircuit local-deep-research
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.

Local Deep Research是LearningCircuit开源的一个AI搜索助手。 Local Deep Research 1.6.10之前版本存在代码问题漏洞，该漏洞源于URL检查逻辑存在缺陷，可被攻击者绕过导致SSRF攻击。

CVSS 5.0 · Medium EPSS 0.25% · P16

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application

Affected Version Matrix 1

VendorProduct Version RangeStatus
LearningCircuit local-deep-research < 1.6.10 affected
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I. Basic Information for CVE-2026-46526

Vulnerability Information
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Vulnerability Title
Local Deep Research: SSRF bypass in `safe_get`
Source: CVE Program / CVE List V5
Vulnerability Description
Local Deep Research is an AI-powered research assistant for deep, iterative research. Prior to 1.6.10, the URL checking logic in local-deep-research has a logical flaw that could be bypassed by attackers, leading to SSRF attacks. The current project uses validate_url to validate the input URL. The main logic is to perform security checks on the host portion of the URL extracted by urlparse to prevent SSRF attacks. However, there are indeed differences in parsing between urlparse and the library that actually sends the request. For example, in safe_get, validate_url is first used to perform an SSRF check, and then requests.get is used to send the actual request. This vulnerability is fixed in 1.6.10.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N
Source: CVE Program / CVE List V5
Vulnerability Type
服务端请求伪造(SSRF)
Source: CVE Program / CVE List V5
Vulnerability Title
Local Deep Research 代码问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Local Deep Research是LearningCircuit开源的一个AI搜索助手。 Local Deep Research 1.6.10之前版本存在代码问题漏洞，该漏洞源于URL检查逻辑存在缺陷，可被攻击者绕过导致SSRF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
LearningCircuit local-deep-research < 1.6.10 -

II. Public POCs for CVE-2026-46526

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III. Intelligence Information for CVE-2026-46526

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Patches & Fixes for CVE-2026-46526 (4)

Vendor Advisories for CVE-2026-46526 (1)

Other References for CVE-2026-46526 (1)

IV. Related Vulnerabilities

Same product: local-deep-research
Same vendor: LearningCircuit
Same weakness: CWE-918

V. Comments for CVE-2026-46526

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