nltk/nltk · Security
NLTK: Symlink-based arbitrary file read in IPIPANCorpusReader, bypasses nltk.pathsec entirely
- GHSA ID
- GHSA-3hhw-38pf-pxj6
- CVE ID
- CVE-2026-62383
- Severity
- medium
- Published
- Updated
- CVSS
- 5.5 · CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
- CVSS v3
- 5.5 · CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
- CVSS v4
- 6.8 · CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N
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.mdnames "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 nltkand 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
FramenetCorpusReaderandNKJPCorpusReader. - Not a bypass of a claimed fix.
ipipan.pyhas 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.
CWEs
- CWE-22 · Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
- CWE-59 · Improper Link Resolution Before File Access ('Link Following')
References
- https://github.com/nltk/nltk/security/advisories/GHSA-3hhw-38pf-pxj6 ↗
- https://nvd.nist.gov/vuln/detail/CVE-2026-62383 ↗
- https://github.com/nltk/nltk/pull/3727 ↗
- https://github.com/nltk/nltk/commit/ee1a42e51982c4dce6ad3ee77ff1ac43894288ab ↗
- https://github.com/nltk/nltk/releases/tag/v3.10.2 ↗
- https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3726.yaml ↗
- https://www.vulncheck.com/advisories/nltk-ipipancorpusreader-symlink-arbitrary-file-read ↗
- https://github.com/advisories/GHSA-3hhw-38pf-pxj6 ↗