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

CVSS 5.0 · Medium EPSS 0.03% · P10

Possible ATT&CK Techniques 1AI

T1190 · Exploit Public-Facing Application

Affected Version Matrix 1

VendorProductVersion RangeStatus
LearningCircuitlocal-deep-research< 1.6.10affected
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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: NVD (National Vulnerability Database)
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: NVD (National Vulnerability Database)
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N
Source: NVD (National Vulnerability Database)
Vulnerability Type
服务端请求伪造(SSRF)
Source: NVD (National Vulnerability Database)
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

VendorProductAffected VersionsCPESubscribe
LearningCircuitlocal-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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