high

CVE-2026-81726

PyPI · nltk

Summary

NLTK: Model-artifact APIs bypass pathsec and touch files outside allowed roots

Severity
high
CVSS
7
EPSS
0.3% (p27)
CWE
CWE-22, CWE-59, CWE-73
Also known as
GHSA-8mgp-746c-j5xp
Published
2026-09-02
Updated
2026-09-02

Advisory details

Summary

Several model-artifact APIs still treat caller-controlled model paths as ordinary filenames even when NLTK path security is enforced. The same outside-root paths are rejected by guarded helpers, but these public read and write flows still use raw file APIs.

Details

TransitionParser.train() writes outside allowed roots, TransitionParser.parse() reads outside allowed roots, AveragedPerceptron bypasses the sandbox in both directions, and adjacent read-side helpers in the same family already show the intended guarded behavior. I confirmed outside-root reads and writes while pathsec.open() or the guarded sibling helpers rejected the same paths.

PoC

Preconditions

Steps

  1. Enable pathsec.ENFORCE=True and restrict allowed roots to a dedicated sandbox directory.
  2. Use public model import or export APIs with paths that point outside that root.
  3. Observe the same paths are rejected by negative-control guarded helpers such as pathsec.open(), PerceptronTagger.load_from_json(), or load_maxent_params().
  4. Observe the vulnerable APIs still read or write outside-root files successfully.

Minimal reproducible excerpt

transition_train_exists True
transition_parse_loader_read_bytes 13
averaged_load_keys ['bias']
maxent_save wrote ['alwayson.tab', 'labels.txt']

Impact

Consumers that rely on pathsec for local containment can be tricked into reading or overwriting files outside approved roots through normal model persistence and loading APIs.

Remediation

Route all model-path file access through nltk.pathsec.open() or existing pathsec-aware helpers, and add regression tests that pair each vulnerable API with a negative control on the same path.

References

Related advisories

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Sources: CISA KEV (public domain), OSV.dev & GitHub Advisory Database (CC-BY-4.0), FIRST EPSS, NVD/CWE (public domain). Served live from the Stateward advisory database.