GitHub Advisoryadvisory · PyPI
GHSA-568f-pv23-39p4 NLTK: Stable FrameNet and NKJP readers parse outside-root XML
HIGH
Official page ↗
- Aliases
- CVE-2026-62385
- Ecosystem
- PyPI
- Packages
- nltk
- Severity
- High
- CVSS vector
- CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:N/A:N
- Weaknesses
- CWE-22, CWE-706, CWE-73
- Reviewed
- 2026-09-08
Affected packages
• PyPI nltk: < 3.10.0 → fixed in 3.10.0
Description
Summary
Published `nltk==3.9.4` still contains several XML-reader entrypoints that build parser paths from caller-controlled selectors or trusted-looking index state without preserving the corpus-root boundary.
Details
• Vulnerability type: Path traversal and trusted-root bypass
• Affected component: `FramenetCorpusReader.frame_by_name`, `FramenetCorpusReader.doc`, `FramenetCorpusReader.lu`, `NKJPCorpusReader.header`
• Affected versions: Published `3.9.4` reproduced. Current source `v3.10.0-rc2` acted as a negative control and blocked the same payloads.
• Patched versions: Patched in version 3.10.0, which includes the path-safety rejections seen in the release candidate.
• Root cause: Stable reader paths still construct raw XML filenames from unsafe selectors, poisoned index state, or unsafe file identifiers.
I confirmed four public stable entrypoints return parsed outside-root content: a parent-segment traversal frame name, a poisoned fulltext index filename, a poisoned LU id, and an unsafe NKJP header file identifier. Current source rejects the same payloads with explicit path-safety errors, which shows the bug is real but version-scoped to the published stable package.
PoC
Preconditions
• The application exposes FrameNet or NKJP reader APIs while trusting NLTK to keep XML parsing inside a corpus root.
Steps
1. Create a minimal FrameNet or NKJP corpus root and place attacker-chosen XML files outside that root.
2. Feed unsafe selectors or poisoned index state into the relevant public stable `3.9.4` APIs.
3. Observe `frame_by_name`, `doc`, `lu(...).exemplars`, or `header` return parsed outside-root values.
4. Run the same payloads against current source and observe explicit path-safety rejections.
Minimal reproducible excerpt
```text
framenet_frame_definition FRAME_LEAK
framenet_doc_text DOC_LEAK
framenet_lu_text LU_LEAK
nkjp_header_title HEADER_LEAK
```
Impact
Applications that process attacker-influenced FrameNet or NKJP corpus selectors or state can be made to parse XML outside the trusted corpus root through normal public reader responses.
Remediation
Keep these reader paths on the same root-confinement model as `CorpusReader.open()` and `nltk.pathsec`. Reject unsafe path components before constructing filenames from frame names, document filenames, LU ids, or NKJP file identifiers.
Resources
• https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/framenet.py#L1366-L1369
• https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/framenet.py#L1456-L1460
• https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/framenet.py#L1803-L1810
• https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/nkjp.py#L96-L103
• https://github.com/nltk/nltk/blob/3.9.4/nltk/corpus/reader/nkjp.py#L251-L256
• https://github.com/nltk/nltk/blob/v3.10.0-rc2/nltk/corpus/reader/framenet.py#L1388-L1399
• https://github.com/nltk/nltk/blob/v3.10.0-rc2/nltk/corpus/reader/nkjp.py#L96-L128
Related
Alias · CVE (1)
- CVE-2026-62385 NLTK versions before 3.10.0 contain a path traversal vulnerability in FramenetCorpusReader and NKJPCorpusReader that allows attackers to… vulnerability
References
- https://github.com/nltk/nltk/security/advisories/GHSA-568f-pv23-39p4 web
- https://nvd.nist.gov/vuln/detail/CVE-2026-62385 advisory
- https://github.com/nltk/nltk/pull/3579 web
- https://github.com/nltk/nltk/pull/3581 web
- https://github.com/nltk/nltk/commit/7d1389d0789c1eca56bd0ed444089e0a3972e3ed web
- https://github.com/nltk/nltk/commit/bf3bf32786791394a1008258b4917a7f2d4dbcda web
- https://github.com/nltk/nltk package
- https://github.com/nltk/nltk/releases/tag/v3.10.0 web
- https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3728.yaml web
- https://www.vulncheck.com/advisories/nltk-path-traversal-via-framenet-and-nkjp-readers web