Описание
Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') in nltk
Summary
nltk.app.wordnet_app contains a reflected cross-site scripting issue in the lookup_... route. A crafted lookup_<payload> URL can inject arbitrary HTML/JavaScript into the response page because attacker-controlled word data is reflected into HTML without escaping. This impacts users running the local WordNet Browser server and can lead to script execution in the browser origin of that application.
Details
The vulnerable flow is in nltk/app/wordnet_app.py:
-
- Requests starting with
lookup_are handled as HTML responses: page, word = page_from_href(sp)
- Requests starting with
-
page_from_href()callspage_from_reference(Reference.decode(href))
-
word = href.word
-
- If no results are found,
wordis inserted directly into the HTML body: body = "The word or words '%s' were not found in the dictionary." % word
- If no results are found,
This is inconsistent with the search route, which does escape user input:
nltk/app/wordnet_app.py:136word = html.escape(...)
As a result, a malicious lookup_... payload can inject script into the response page.
The issue is exploitable because:
Reference.decode()accepts attacker-controlled base64-encoded pickle data for the URL state.- The decoded
wordis reflected into HTML withouthtml.escape(). - The server is started with
HTTPServer(("", port), MyServerHandler), so it listens on all interfaces by default, not justlocalhost.
PoC
- Start the WordNet Browser in an isolated Docker environment:
- Use the following crafted payload, which decodes to:
Encoded payload:
- Request the vulnerable route:
- Observed result:
I also validated the issue directly at function level in Docker:
Observed output:
Impact
This is a reflected XSS issue in the NLTK WordNet Browser web UI.
An attacker who can convince a user to open a crafted lookup_... URL can execute arbitrary JavaScript in the origin of the local WordNet Browser application. This can be used to:
- run arbitrary script in the browser tab
- manipulate the page content shown to the user
- issue same-origin requests to other WordNet Browser routes
- potentially trigger available UI actions in that local app context
This primarily impacts users who run nltk.app.wordnet_app as a local or self-hosted HTTP service and open attacker-controlled links.
Пакеты
nltk
<= 3.9.3
3.9.4
Связанные уязвимости
NLTK (Natural Language Toolkit) is a suite of open source Python modules, data sets, and tutorials supporting research and development in Natural Language Processing. In versions 3.9.3 and prior, `nltk.app.wordnet_app` contains a reflected cross-site scripting issue in the `lookup_...` route. A crafted `lookup_<payload>` URL can inject arbitrary HTML/JavaScript into the response page because attacker-controlled `word` data is reflected into HTML without escaping. This impacts users running the local WordNet Browser server and can lead to script execution in the browser origin of that application. Commit 1c3f799607eeb088cab2491dcf806ae83c29ad8f fixes the issue.
NLTK (Natural Language Toolkit) is a suite of open source Python modules, data sets, and tutorials supporting research and development in Natural Language Processing. In versions 3.9.3 and prior, `nltk.app.wordnet_app` contains a reflected cross-site scripting issue in the `lookup_...` route. A crafted `lookup_<payload>` URL can inject arbitrary HTML/JavaScript into the response page because attacker-controlled `word` data is reflected into HTML without escaping. This impacts users running the local WordNet Browser server and can lead to script execution in the browser origin of that application. Commit 1c3f799607eeb088cab2491dcf806ae83c29ad8f fixes the issue.
NLTK (Natural Language Toolkit) is a suite of open source Python modules, data sets, and tutorials supporting research and development in Natural Language Processing. In versions 3.9.3 and prior, `nltk.app.wordnet_app` contains a reflected cross-site scripting issue in the `lookup_...` route. A crafted `lookup_<payload>` URL can inject arbitrary HTML/JavaScript into the response page because attacker-controlled `word` data is reflected into HTML without escaping. This impacts users running the local WordNet Browser server and can lead to script execution in the browser origin of that application. Commit 1c3f799607eeb088cab2491dcf806ae83c29ad8f fixes the issue.
NLTK (Natural Language Toolkit) is a suite of open source Python modul ...