AI and data stack advisories

Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

NLTKPYSEC-2026-3954

A vulnerability in `nltk.downloader` in nltk/nltk versions <= 3.9.4

NLTK

CVE-2026-12261 · Published Aug 7, 2026 · updated Sep 10, 2026

Medium6.5
Fix: upgrade to 3.10.0 or later
Source advisory

A vulnerability in nltk.downloader in nltk/nltk versions <= 3.9.4 allows for cross-package resource and model poisoning. The downloader extracts package archives into shared namespaces such as corpora/ and taggers/ instead of package-isolated roots, and validates package integrity only after the archive has been written and extracted. This design flaw enables one package to overwrite another package's trusted resources within the same namespace, making the changes immediately active through ordinary NLTK APIs. This issue persists across fresh interpreter restarts and can affect downstream workflows, including machine learning pipelines and reproducibility-sensitive environments.

Affected versions

PackageAffectedFixed in
nltk
PyPI
< 3.10.03.10.0
Details and references
CVSS 3.1
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:N
Severity from
the CVSS score
Also known as
CVE-2026-12261

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