GitHub Advisoryadvisory · PyPI

GHSA-fj2m-qvh9-jq4q local-deep-research is Vulnerable to HTML Injection via Unescaped User Input in PDF Export (`pdf_service.py:_markdown_to_html`)

MEDIUM Published 2026-05-11 Modified 2026-06-09 Official page ↗
Aliases
CVE-2026-43979
Ecosystem
PyPI
Packages
local-deep-research
Severity
Moderate
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N
Weaknesses
CWE-79, CWE-918
Reviewed
2026-05-11

Affected packages

• PyPI local-deep-research: < 1.6.0 → fixed in 1.6.0

Description

Summary `PDFService._markdown_to_html()` constructs an HTML document by interpolating user-controlled values — specifically `title` (sourced from `research.title` or `research.query`) and `metadata` key-value pairs — 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`. --- Details Vulnerable code: `src/local_deep_research/web/services/pdf_service.py`, lines 171–176 ```python pdf_service.py:171-176 if title: html_parts.append(f"{title}") # ← title is not escaped if metadata: for key, value in metadata.items(): html_parts.append(f'') # ← key/value are not escaped ``` Data flow trace: ``` User input: research.query │ ▼ research_routes.py:1321 pdf_title = research.title or research.query │ ▼ research_routes.py:1325-1326 export_report_to_memory(report_content, format, title=pdf_title) │ ▼ pdf_service.py:107 PDFService.markdown_to_pdf(markdown_content, title=pdf_title) │ ▼ pdf_service.py:137 _markdown_to_html(markdown_content, title, metadata) │ ▼ pdf_service.py:172 f"{title}" ← injection point, no escaping │ ▼ pdf_service.py:112 HTML(string=html_content) ← WeasyPrint renders the injected HTML ``` `research.query` is a string submitted by the user via `POST /api/start_research`, stored as-is in the database, and retrieved without any sanitization. When the user triggers `POST /api/v1/research//export/pdf`, this value is embedded unescaped into the HTML document processed by WeasyPrint. Injection point 1: `` tag breakout ``` Input: Rendered: ``` When WeasyPrint encounters the injected `` tag, it issues an HTTP GET request to the value of `src` by default. Injection point 2: `` attribute breakout ``` Input: " /> ``` WeasyPrint will fetch and apply the external stylesheet, which also constitutes SSRF. --- Proof of Concept Step 1: Log in and submit a research query containing the injection payload ```http POST /api/start_research HTTP/1.1 Host: localhost:5000 Content-Type: application/json Cookie: session= { "query": "", "mode": "quick", "model_provider": "OLLAMA", "model": "llama3" } ``` The response returns a `research_id`, e.g. `"aaaa-bbbb-cccc-dddd"`. Step 2: After the research completes, trigger PDF export ```http POST /api/v1/research/aaaa-bbbb-cccc-dddd/export/pdf HTTP/1.1 Host: localhost:5000 Cookie: session= X-CSRFToken: ``` Step 3: Intermediate HTML constructed server-side ```html ...report content... ``` Step 4: WeasyPrint issues an outbound HTTP request to the injected URL Observed in network monitoring (e.g. `tcpdump`) or the target internal service logs: ``` GET /latest/meta-data/iam/security-credentials/ HTTP/1.1 Host: 169.254.169.254 User-Agent: WeasyPrint/... ``` Lightweight verification (no SSRF environment required): Set the query to: ``` INJECTED ``` The resulting HTML will contain two `` tags and the PDF document metadata title will read `INJECTED`, confirming successful injection. --- Impact 1. Chained SSRF (High Severity) By injecting ``, ``, or `@import url()` tags pointing to internal addresses, WeasyPrint will issue HTTP requests on behalf of the server during PDF generation. This allows access to: • Cloud metadata services (`169.254.169.254`) on AWS, GCP, or Azure — enabling theft of IAM credentials and instance identity documents. • Internal network services (`192.168.x.x`, `10.x.x.x`) — enabling reconnaissance and interaction with internal APIs not exposed to the internet. • Localhost administrative interfaces — if SSRF protections are only applied at the user-input validation layer. This is an effective bypass of the application's existing SSRF defenses in `ssrf_validator.py`, because WeasyPrint's outbound resource requests are never routed through that validator. 2. HTML Document Structure Corruption Injected tags can prematurely close `` and insert arbitrary content into ``, causing WeasyPrint to render incorrectly or crash, resulting in a Denial of Service (DoS) condition for the export functionality. 3. CSS Injection (Medium Severity) By injecting `` or `` tags that load external stylesheets, an attacker can fully control the visual content of the generated PDF, enabling report content forgery or spoofing. 4. Affected Scope • All PDF export operations are affected. • The vulnerability is reachable by any authenticated user — no elevated privileges required. • Because each user operates against their own encrypted database, cross-user exploitation is not possible. However, on any shared or multi-tenant deployment, every authenticated user can independently trigger this vulnerability. --- Remediation Apply `html.escape()` to all user-controlled values before embedding them in the HTML template inside `_markdown_to_html`: ```python import html if title: html_parts.append(f"{html.escape(title)}") if metadata: for key, value in metadata.items(): html_parts.append( f'' ) ``` Additionally, consider configuring WeasyPrint with a custom `url_fetcher` that blocks or restricts outbound HTTP requests to prevent SSRF via injected or legitimately-embedded external resources: ```python def safe_url_fetcher(url, timeout=10): from ssrf_validator import validate_url if not validate_url(url): raise ValueError(f"Blocked unsafe URL in PDF rendering: {url}") return weasyprint.default_url_fetcher(url, timeout=timeout) html_doc = HTML(string=html_content, url_fetcher=safe_url_fetcher) ``` --- *Report generated against commit `f3540fb3` — local-deep-research, branch `main`.* --- Maintainer note (2026-04-24) Thanks @Firebasky for the detailed report. The complete remediation spans two PRs, both merged to `main`: #3082 (merged 2026-03-29, shipped in v1.5.0+) — closes the HTML-injection sinks: • `html.escape()` now wraps the `title` value in `…` • Same for metadata keys/values in `` • Regression tests added in `tests/web/services/test_pdf_service.py` #3613 (merged 2026-04-24, shipped in v1.6.0) — implements the `url_fetcher` recommendation from the Remediation section: • New `_safe_url_fetcher` in `pdf_service.py` delegates to `weasyprint.default_url_fetcher` only after `security.ssrf_validator.validate_url` accepts the URL • Blocks AWS metadata (169.254.169.254), RFC1918, loopback, and non-http(s) schemes • Covers the chained SSRF path through any URL reaching the rendered HTML — markdown body, citations, raw-HTML passthrough via Python-Markdown • Blocked URLs raise `UnsafePDFResourceURLError` (a `ValueError` subclass) so WeasyPrint skips the resource and the render continues • 8 regres…

Related

Alias · CVE (1)

  • CVE-2026-43979 Local Deep Research is an AI-powered research assistant for deep, iterative research. vulnerability

Weakness · CWE (2)

  • CWE-79 Improper Neutralization of Input During Web Page Generation weakness
  • CWE-918 Server-Side Request Forgery weakness

References