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.
References (6)
Core 6
Core References
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https://github.com/LearningCircuit/local-deep-research/security/advisories/GHSA-g23j-2vwm-5c25
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https://github.com/LearningCircuit/local-deep-research/pull/3873
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https://github.com/LearningCircuit/local-deep-research/pull/3882
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https://github.com/LearningCircuit/local-deep-research/pull/3889
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https://github.com/LearningCircuit/local-deep-research/pull/3932
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https://github.com/LearningCircuit/local-deep-research/releases/tag/v1.6.10
Scores
CVSS v3
5.0
EPSS
0.0025
EPSS Percentile
15.7%
Attack Vector
NETWORK
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N
CISA SSVC
Vulnrichment
Exploitation
poc
Automatable
no
Technical Impact
partial
Details
CWE
CWE-918
Status
published
Products (2)
LearningCircuit/local-deep-research
< 1.6.10
pypi/local-deep-research
0 - 1.6.10PyPI
Published
May 28, 2026
Tracked Since
May 29, 2026