๐Ÿ” CVE Alert

CVE-2026-43979

MEDIUM 5.0

Local Deep Research: HTML Injection via Unescaped User Input in PDF Export (`pdf_service.py:_markdown_to_html`)

CVSS Score
5.0
EPSS Score
0.0%
EPSS Percentile
0th

Local Deep Research is an AI-powered research assistant for deep, iterative research. Prior to 1.6.0, PDFService._markdown_to_html() constructs an HTML document by interpolating user-controlled values โ€” specifically title (sourced from research.title or research.query) and metadata key-value pairs โ€” directly into an f-string without any HTML escaping. An authenticated attacker can craft a research query containing HTML special characters to inject arbitrary HTML tags into the document processed by WeasyPrint during PDF export. This injection can be chained to trigger a Server-Side Request Forgery (SSRF), bypassing the application's existing SSRF defenses in ssrf_validator.py. This vulnerability is fixed in 1.6.0.

CWE CWE-79 CWE-918
Vendor learningcircuit
Product local-deep-research
Published May 28, 2026
Last Updated May 28, 2026
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CVSS v3 Breakdown

CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N
Attack Vector
Network
Attack Complexity
Low
Privileges Required
Low
User Interaction
None
Scope
Changed
Confidentiality
Low
Integrity
None
Availability
None

Affected Versions

LearningCircuit / local-deep-research
< 1.6.0

References

NVD โ†— CVE.org โ†— EPSS Data โ†—
github.com: https://github.com/LearningCircuit/local-deep-research/security/advisories/GHSA-fj2m-qvh9-jq4q github.com: https://github.com/LearningCircuit/local-deep-research/pull/3082 github.com: https://github.com/LearningCircuit/local-deep-research/pull/3613