CVE-2026-79676 — nltk
Fix: nltk/nltk@10d34b3CVE-2026-79676 is a Path Traversal vulnerability in nltk. A fix is available for nltk — see the affected versions and patch details below.
NLTK before 3.10.3 Path Traversal via Symlink Bypass
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.
Exploitation and automatability from CISA’s SSVC triage for CVE-2026-79676.
EPSS Exploitation Probability
Probability of exploitation in the next 30 days, from FIRST.org EPSS.
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
Several corpus readers still step outside NLTK's symlink-aware trusted-root model. They derive in-root paths from trusted corpus state, convert those paths back into plain strings, and reopen them with built-in open() rather than nltk.pathsec.open().
Details
- Vulnerability type: Path traversal and symlink boundary bypass
- Affected component:
nltk.corpus.reader.ipipan,nltk.corpus.reader.crubadan,nltk.corpus.reader.lin - Affected versions: Published
3.9.4and current sourcev3.10.0-rc2both reproduced. - Patched versions: Not yet patched
- Root cause: Root-derived paths are reopened with raw
open()without preserving the trusted-root boundary.
IPIPANCorpusReader opens header.xml derived from morph.xml, CrubadanCorpusReader opens table.txt directly, and LinThesaurusCorpusReader opens simN.lsp paths returned from its own root helpers. Under pathsec.ENFORCE=True, a symlink placed inside the trusted corpus root can point outside the root and still be parsed successfully. It was confirmed parsed outside-root content is returned through public methods such as channels(), domains(), categories(), langs(), crubadan_to_iso(), synonyms(), and scored_synonyms().
PoC
Preconditions
- The application processes attacker-influenced corpora inside a trusted NLTK data root or trusted corpus directory.
Steps
- Create a trusted corpus root and keep
pathsec.ENFORCE=Truewith that root allowlisted. - Place symlinked reader inputs such as
header.xml,table.txt, orsimN.lspinside the root and point them to external files. - Instantiate the corresponding corpus reader and call its normal public methods.
- Observe that parsed outside-root values are returned even though
pathsec.open()blocks the same symlink targets.
Minimal reproducible excerpt
{'ipipan': ['LEAK', 'TOPSECRET', 'CLASSIFIED'], 'crubadan': ['LEAK'], 'lin': [('LEAK', 9.5)]}
Impact
An attacker who can stage corpus files or symlinks under a trusted data root can disclose outside-root content through normal corpus-reader results, defeating the boundary NLTK documents for shared and untrusted-input environments.
Remediation
Preserve PathPointer and required_root semantics end to end. Replace direct open() calls with nltk.pathsec.open() or a reader helper that keeps the trusted-root boundary intact.
References
- https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/ipipan.py#L162-L192
- https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/crubadan.py#L74-L98
- https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/lin.py#L40-L43
- https://github.com/nltk/nltk/blob/v3.10.0-rc2/nltk/pathsec.py#L521-L545
Fix + full-codebase audit (verified)
I swept every raw file open in the corpus readers, not just the three the umbrella named:
| Reader | Site | Advisory | Root scoping |
|---|---|---|---|
| crubadan | table.txt + <code>-3grams.txt | p4rw / j5pw | required_root=self.root |
| lin | simN.lsp | p4rw | required_root=self.root |
| xmldocs | XMLCorpusView bare-string fileid | 934p (base reader) | global fallback (view has no root) |
| pl196x | textids index | found by audit | required_root=self._root |
| mte | MTEFileReader | mvf5 | required_root threaded through 8 call sites |
| toolbox | StandardFormat.open codecs.open | cr8c | global sandbox (low-level parser) |
| named_entity | load_ace_file ann/text | 7qj2 | global sandbox |
| nkjp | XML_Tool source file | p4rw class | required_root=self._root |
ipipan already validates via the earlier #3727 fix — unchanged.
Fix
Each site now calls nltk.pathsec.validate_path(path, required_root=…) before opening. Where the reader has a concrete corpus root, the check is scoped with required_root (rejects any escape outside that root). XMLCorpusView carries no root, so it falls back to the global data-root sandbox via getattr(self, "_root", None) — which also avoids an AttributeError on the bare-string path.
Reproduced (captured)
raw open(symlink) reads: 'TOPSECRET_OUTSIDE_ROOT' <- the bypass
validate_path(symlink, required_root): ValueError -> BLOCKS the escape
validate_path(legit in-root): PASSED <- loads normally
Honest residual
The global-sandbox fallback (toolbox, named_entity, xmldocs-view) is only as tight as the allowed-roots list, which currently includes the system temp dir. Scoping every reader with required_root and removing the temp dir from the allowed roots would harden it further (separate advisory / task).
Tests
test_corpus_reader_pathsec.py — symlink escape rejected, in-root file allowed, XMLCorpusView string-fileid no AttributeError, MTEFileReader out-of-root rejected. 46 existing corpus/toolbox tests pass; all edited modules import (no circular import). pre-commit (black/isort/ruff) clean.
Scope caveat
validate_path blocks every symlink escape variant (verified) and equals pathsec.open()'s guarantee, but does NOT block hardlinks (no symlink to resolve; tracked separately as GHSA-f794-5jv7-7672) or the validate-then-open TOCTOU race (shared by pathsec.open; needs O_NOFOLLOW/openat).
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| 🐍PyPI | nltk | all versions | 3.10.3pip install --upgrade 'nltk==3.10.3' |
Affected Products
nltknltkDetection & mitigation playbook
Open-source dependencyDetect
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.
Fix
Update nltk to 3.10.3 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms CVE-2026-79676 is resolved across your whole dependency graph.
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.
A path traversal vulnerability exists in NLTK corpus readers that reopen root-derived paths using built-in open() instead of nltk.pathsec.open(). When processing corpus operations like channels(), domains(), or synonyms(), the application fails to enforce path restrictions on symbolic links within data roots. An…
Restrict local write permissions on NLTK data and corpus directories to prevent unauthorized staging of symlinked files, or ensure corpus file paths are validated against trusted roots before invoking corpus reader retrieval methods.Source: Red Hat security advisory for CVE-2026-79676 (CC BY 4.0)
Frequently Asked Questions
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